NOXI

Top 100 seminar topics by branch, each with an angle and a dated source, plus a 10-slide outline

100 seminar topics in eight branches, from computer science to MBA, each with a one-line angle and a dated primary source to start from, plus a 10-slide outline filled in for post-quantum cryptography, a three-week preparation plan and dates to plan around.

Listen to article 2:32 Try NOXI free
Top 100 seminar topics by branch, a NOXI guide cover: computer science, electronics and communication, mechanical, civil, electrical, biotechnology, management and general topics, each with an angle and a dated source

Disclosure: NOXI publishes this list and is one of the tools it mentions. Every topic works in any presentation software, and every dated fact comes from the official page listed under Sources, opened on 10 November 2026.

Seminar topics: 100 below, by branch: computer science (15), electronics and communication (13), mechanical (12), civil (12), electrical (12), biotechnology (12), management (12) and general (12). Each has a one-line angle and a dated primary source to start from. Quick picks: post-quantum cryptography, Wi-Fi 7, base-isolated buildings. Plus a 10-slide outline. Checked 10 November 2026.

A seminar topic gets approved, and holds a room for fifteen minutes, when it has three things: a mechanism you can draw, a recent source your guide can check, and an example close to home. So every one of the 100 topics below comes with an angle that narrows it and a primary source to start from: a standards body, a government or space agency page, or a research institute, each with its date.

The topics are grouped by branch the way Indian engineering and management colleges name them (CSE, ECE, mechanical, civil, electrical, biotech, MBA), with a general list any department can use. Outside India, read the branches as majors. After the lists come a 10-slide seminar outline filled in for one topic, a three-week preparation plan, dates between November and March that give a topic a reason to be presented now, and a short check before you present.

In short

  • The list100 seminar topics numbered 1 to 100: computer science (15), electronics and communication (13), mechanical (12), civil (12), electrical (12), biotechnology (12), management (12), general (12).
  • Every rowA topic, the angle that turns it into a talk, and a primary source with its date, so your research starts on the page that owns the facts.
  • Freshest sourcesW3C made WebAuthn Level 3 a Recommendation on 25 August 2026; the RBI raised the repo rate to 5.50% on 7 October 2026; WHO updated its physical activity fact sheet on 4 November 2026.
  • The outlineTen slides for a 15-minute seminar, filled in for topic 1, post-quantum cryptography, with every date from NIST.
  • Before you presentYour department's rules win, standards get revised, and health or money topics stay information, never advice.
  • Dates to plan aroundTwelve UN international days from 10 November to 30 March, each matched to the topic numbers that fit that week.

Key numbers

3
Post-quantum encryption standards NIST finalised on 13 August 2024: FIPS 203 (ML-KEM), FIPS 204 (ML-DSA) and FIPS 205 (SLH-DSA) [2]
945 TWh
Electricity data centres are projected to use in 2030, about double the 415 TWh of 2024, in the IEA's Energy and AI base case [8]
542,000
Industrial robots installed worldwide in 2024; India installed 9,100 and ranks sixth, IFR release of 25 September 2025 [24]
2.1 bn
People without safely managed drinking water in 2024, about 1 in 4 worldwide, WHO and UNICEF report of August 2025 [35]
200 mn+
Protein structure predictions in the AlphaFold Protein Structure Database run by EMBL-EBI with Google DeepMind [53]
5.50%
The RBI's repo rate after the 25 basis point rise of 7 October 2026, with CPI inflation projected at 5.2% for 2026 to 27 [55]

Which seminar topics fit you: six quick routes

Start from your branch, then the minutes you have, then the source. Each route points to a list and one fact from an official page, read on 10 November 2026.

  • If you are in CSE or IT and want a topic with a fresh standard then topics 1 to 15: W3C made WebAuthn Level 3, the standard behind passkeys, a Recommendation on 25 August 2026 [9].
  • If you are in ECE and want hardware with a dated specification then topics 16 to 28: the IEEE standards board approved 802.11be-2024, the Wi-Fi 7 amendment, on 26 September 2024 [17].
  • If you are in mechanical or civil and need a real system to analyse then topics 29 to 52: ISRO's winged RLV landed itself at over 320 km/h in its third landing test on 23 June 2024 [26].
  • If you are in electrical or biotech then topics 53 to 76: the US FDA approved Casgevy, which uses CRISPR/Cas9 editing, for sickle cell disease on 8 December 2023 [45].
  • If you are in MBA or management, or your department allows a general topic then topics 77 to 100, built on a dated dataset such as the RBI's Digital Payments Index, 516.76 for September 2025 [56].
  • If you want the deck made from one request then NOXI: send the topic, branch and minutes; NOXI researches current facts with sources, sketches every slide first and exports PowerPoint, with no watermark on the free plan [1]; to build it yourself, the 10-slide outline below works in PowerPoint or Google Slides.
Map of 100 seminar topics in eight branches with their topic numbers and two sample topics each: computer science, electronics and communication, mechanical, civil, electrical, biotechnology, management and general, every topic with an angle and a dated primary source.
Eight branches, 100 topics. Find your branch, then your minutes, then the source.

How to choose a seminar topic your guide will approve

A seminar is judged on whether you understood something new and can explain it, so the topic matters less than the angle. Before you ask for approval, check the topic against five questions:

  1. Is there a primary source from the last few years? A standard, a mission page, a regulator's release or a journal paper. Every row below names one, with its date.
  2. Can you draw the mechanism? If the core of the topic fits one diagram (a handshake, a load path, a circuit, a pathway), you can teach it in fifteen minutes.
  3. Is there an example close to home? NavIC, NISAR, the SpaDeX docking, India's seismic code or the RBI's latest decision make a global topic local.
  4. Can you show something? A short demo, a dataset, a model or a photo of real hardware keeps the room awake.
  5. Can you take three hard questions? If you cannot name the limits of the technology, pick a narrower angle.

Write a 100-word abstract with the angle as its first sentence and take it to your guide. If your seminar is about your own final-year project rather than a topic, our capstone project presentation guide fits better, and for school-level and non-engineering subjects our list of 200 presentation topics is grouped by class and audience.

Seminar topics for computer science (15)

Computer science seminars land best on a standard or a framework that changed recently, because the source tells you exactly what is new.

#TopicThe angleStart from
1Post-quantum cryptography: NIST's first three standardsWhy today's public-key encryption needs replacing before large quantum computers exist, and what ML-KEM, ML-DSA and SLH-DSA each do.NIST, FIPS 203, 204 and 205, 13 Aug 2024 [2]
2HQC, a backup built on different mathsWhy NIST chose an error-correcting-code scheme as a fallback to ML-KEM, with the final standard expected in 2027.NIST release, 11 Mar 2025 [3]
3Zero trust architectureNo automatic trust from network location or device ownership: follow one campus login through the policy check.NIST SP 800-207, Aug 2020 [4]
4Cybersecurity Framework 2.0 and the Govern functionMap your college's IT setup onto Govern, Identify, Protect, Detect, Respond and Recover.NIST release, 26 Feb 2024 [5]
5Managing the risks of generative AIUse NIST's profile to list what a campus chatbot must control before it goes live.NIST AI 600-1, 26 Jul 2024 [6]
6How the EU AI Act sorts AI by riskProhibited, high-risk and general-purpose AI, and why a CV-screening tool falls under the employment use cases.European Commission, page updated 19 Oct 2026 [7]
7The energy use of AI data centresAbout 415 TWh in 2024 and about 945 TWh projected for 2030: where software and hardware efficiency can help.IEA, Energy and AI, 2025 [8]
8Passkeys and WebAuthn Level 3How public-key sign-in replaces passwords, demonstrated live with a phone and a laptop.W3C Recommendation, 25 Aug 2026 [9]
9Memory-safe programming languagesWhy CISA asks software makers to publish memory-safety roadmaps, explained through one bug class.CISA, 6 Dec 2023 [10]
10QUIC and HTTP/3Why web traffic moved to a secure transport carried in UDP, drawn as a handshake diagram against TCP.IETF RFC 9000, May 2021 [11]
11Accessible web apps with WCAG 2.2Test your department's website against the nine success criteria that version 2.2 added.W3C, WCAG 2.2, version of 12 Dec 2024 [12]
12Content provenance and deepfakesHow signed Content Credentials record who made and edited an image or a video, and what they cannot prove.C2PA specifications, read 10 Nov 2026 [13]
13AI in 2025 by the numbersInvestment, adoption and incidents in three charts: documented AI incidents rose to 362 in 2025 from 233 in 2024.Stanford HAI, AI Index 2026 [14]
14Why AI became cheaper to runThe cost of running a system at GPT-3.5's level fell more than 280-fold between November 2022 and October 2024: what changed.Stanford HAI, AI Index 2025 [15]
15Collision alerts for satellites as a data problemISRO analysed over 150,000 close-approach alerts for its satellites and made 18 avoidance manoeuvres in 2025: the pipeline behind it.ISRO, ISSAR 2025, released 8 Apr 2026 [59]

Seminar topics for ECE students: electronics and communication (13)

ECE topics work when you follow a signal from the antenna or the chip to the user. Five come from ISRO's own pages, so the Indian example is built in.

#TopicThe angleStart from
16IMT-2030: what 6G is forITU's six usage scenarios, from immersive communication to integrated sensing and communication, and which are new.ITU-R M.2160, Nov 2023 [16]
17The road to 6G standardsITU invites candidate radio technologies between February 2027 and February 2029: what a final-year student can follow.ITU-R IMT-2030 page [16]
18Wi-Fi 7 (IEEE 802.11be)What "extremely high throughput" means in practice, and what changes for a crowded hostel network.IEEE standards board, approved 26 Sep 2024 [17]
19Low-power IoT radio: IEEE 802.15.4-2024The radio layer under many sensor networks, revised in 2024: range, power and mesh trade-offs.IEEE standards board, 26 Sep 2024 [17]
20RISC-V and the RVA23 profileAn open instruction set whose profile makes vector and hypervisor extensions mandatory: why a common baseline matters for chips.RISC-V International, 21 Oct 2024 [18]
215G-Advanced in 3GPP Release 18Positioning, sidelink, network slicing and energy efficiency: pick one feature and explain it end to end.3GPP, Release 18 page [19]
22Satellite access in 5GHow Release 18 folds non-terrestrial networks into the 5G system, for phones and IoT where towers do not reach.3GPP, Release 18 page [19]
23Synthetic aperture radar on NISARTwo radars, L-band at 24 cm and S-band at 9.4 cm wavelength, and why radar images through cloud and at night.ISRO and NASA NISAR pages; launched 30 Jul 2025 [20]
24Deployable reflector antennasNISAR's 12 m reflector on a 9 m boom: how a large antenna folds for launch and opens in orbit.ISRO NISAR page [20]
25NavIC and its new L1 signalSeven satellites, position better than 20 m, and why satellites launched from 2023 add an L1 civilian signal.ISRO, Satellite Navigation Services [21]
26Precise time from navigation satellitesNavIC timing better than 50 ns: why telecom and power networks depend on it.ISRO, Satellite Navigation Services [21]
27Talking to a spacecraft 1.5 million km awayAditya-L1's link from the Sun-Earth L1 point: distance, signal delay and getting data home.ISRO, Aditya-L1, launched 2 Sep 2023 [22]
28Post-quantum cryptography on small chipsFitting ML-KEM into microcontrollers and smart cards: memory, speed and power.NIST, FIPS 203, 13 Aug 2024 [2]
Where to start a seminar topic's research: a ladder of primary sources from standards bodies such as NIST, ITU, IEEE and BIS, to space and government agencies such as ISRO and the RBI, to research institutes and journals, each with a sample topic number from this page and the date of its source.
Start on the page that owns the facts: a standards body, an agency or an institute, then read wider.

Seminar topics for mechanical engineering students (12)

Mechanical seminars are strongest when there is a real machine to take apart on a slide: a pack, a rover, a docking port, a landing gear. Four of these use ISRO's mission pages.

#TopicThe angleStart from
29EV battery packs and their costPack prices fell about 30% in China in 2024: cells, cooling and pack design behind the drop.IEA, Global EV Outlook 2025, 14 May 2025 [23]
30Electric drivetrains against enginesMore than 17 million electric cars were sold in 2024: motor, inverter and gearbox compared with an engine car.IEA, Global EV Outlook 2025 [23]
31Industrial robots in Indian factoriesIndia installed 9,100 industrial robots in 2024 and ranks sixth worldwide: which jobs they take on.IFR release, 25 Sep 2025 [24]
32Docking two satellites: SpaDeXHow ISRO joined SDX-01 and SDX-02 on 16 January 2025, from approach to capture.ISRO, SpaDeX pages [25]
33Winged reusable launch vehiclesRLV LEX-03 landed at over 320 km/h from a 500 m cross-range on 23 June 2024: guidance, brake parachute and wheel brakes.ISRO, 23 Jun 2024 [26]
34Designing a lunar roverPragyan weighed 26 kg, ran on 50 W and was built for one lunar day: mobility under tight limits.ISRO, Chandrayaan-3 details [27]
35Crew escape systemsGaganyaan's escape system uses quick-acting solid motors to pull the crew module clear: the mechanics of an abort.ISRO, Gaganyaan page [28]
36Heat pumps for heating and coolingThree to five times more efficient than gas boilers: the refrigeration cycle and its coefficient of performance in one diagram.IEA, The Future of Heat Pumps, 2022 [29]
37Hydrogen in transport and industryWhere hydrogen fits and where batteries do the job better: storage, fuel cells and safety.IEA, Global Hydrogen Review 2026, 18 Jun 2026 [30]
38Cooling AI data centresAir against liquid cooling, sized against the IEA's projection of about 945 TWh of data centre use in 2030.IEA, Energy and AI, 2025 [8]
39Safer two-wheelersMore than half of the 1.19 million road deaths a year are pedestrians, cyclists and motorcyclists: helmets, braking and visibility.WHO, road safety report, 13 Dec 2023 [31]
40Bringing old satellites downIntact satellites or rocket bodies now re-enter more than three times a day on average: design for demise and controlled re-entry.ESA, Space Environment Report, 1 Apr 2025 [32]

Seminar topics for civil engineering (12)

Civil topics need a code, a map or a dataset behind them. India's earthquake standard IS 1893 comes in parts, and four of them make four distinct seminars; check the current edition with BIS before you present.

#TopicThe angleStart from
41Earthquake-resistant design in IndiaDesign earthquake hazard, seismic zones and ductility in the general provisions of the code.BIS, IS 1893 (Part 1):2016 [33]
42Base-isolated buildingsHow isolators decouple a building from ground shaking, and which buildings benefit most.BIS, IS 1893 (Part 6):2022 [33]
43Bridges and retaining walls in earthquakesWhy bridges get their own seismic part of the code, shown on one span.BIS, IS 1893 (Part 3):2014 [33]
44Sanitation systems for growing townsAbout 2.8 billion people gained safely managed sanitation between 2000 and 2024: sewers, septic systems and treatment.WHO and UNICEF JMP, Aug 2025 [35]
45Landslide hazard mappingAbout 80,000 landslides mapped from 1998 to 2022 and 147 districts ranked: read your own region's exposure.ISRO, Landslide Atlas of India, 18 Mar 2023 [34]
46Measuring ground movement from spaceNISAR tracks land deformation from earthquakes, landslides and aquifer changes: what radar interferometry can tell an engineer.ISRO NISAR page [20]
47Safe drinking water systems2.1 billion people lacked safely managed drinking water in 2024: source, treatment and distribution choices for one town.WHO and UNICEF JMP, Aug 2025 [35]
48Low-carbon cement and concreteWhere cement emissions come from, and how clinker substitution and calcined clay change the mix.IEA, Cement tracking, June 2026 [36]
49Safe-system road designDesign streets around the people most at risk: pedestrians, cyclists and motorcyclists.WHO, road safety report, 13 Dec 2023 [31]
50Early warning systems for floods and stormsOnly about half of countries report adequate multi-hazard early warning: sensors, models and the last mile to people.WMO, Early Warnings for All [37]
51Designing buildings for hotter years2015 to 2025 were the 11 hottest years on record: shading, ventilation and cool roofs for Indian housing.WMO, State of the Global Climate 2025, 23 Mar 2026 [38]
52Chimneys and tall stacks in earthquakesWhy stack-like and industrial structures need their own seismic rules.BIS, IS 1893 (Part 4):2024 [33]

Seminar topics for electrical engineering (12)

Electrical seminars now sit where the grid meets new loads: storage, chargers, data centres and electrolysers. Most rows draw on the IEA's dated reports, so you can quote a number on almost every slide.

#TopicThe angleStart from
53Expanding the power gridOver 80 million km of grid must be added or refurbished by 2040, about the length of today's whole grid.IEA, Electricity Grids and Secure Energy Transitions, 17 Oct 2023 [39]
54Grid connection queuesAt least 3,000 GW of renewable projects wait to connect: why transmission, not panels, is the bottleneck.IEA, 17 Oct 2023 [39]
55Battery storage on the grid42 GW of battery storage was added worldwide in 2023: how a battery system steadies frequency and shifts solar.IEA, Batteries and Secure Energy Transitions, 2024 [40]
56The battery cost curveLithium-ion prices fell about 90% from 2010 to 2023, to under USD 140 per kWh: what drove the fall.IEA, 2024 [40]
57Harmonics from inverters and chargersDistortion limits at the point of common coupling, applied to a campus with rooftop solar and EV chargers.IEEE 519-2022, published 5 Aug 2022 [41]
58Small modular reactorsReactors from tens to hundreds of megawatts: factory-built modules and how they fit a grid.US Department of Energy, Office of Nuclear Energy [42]
59Data centres as a grid loadDemand heading for about 945 TWh by 2030: siting, backup power and flexible load.IEA, Energy and AI, 2025 [8]
60Electricity demand to 2030Why demand is rising fast, from cooling to AI, in the IEA's outlook, now extended to 2030.IEA, Electricity 2026, 6 Feb 2026 [43]
61Integrating solar and windForecasting, curtailment and storage, from the IEA's renewables outlook to 2030.IEA, Renewables 2025, 7 Oct 2025 [44]
62Electrolysers for green hydrogenHow alkaline and PEM electrolysers turn electricity into hydrogen, and how much power they draw.IEA, Global Hydrogen Review 2026 [30]
63Charging electric cars without overloading the gridSmart and off-peak charging, as electric car sales passed 17 million in 2024.IEA, Global EV Outlook 2025 [23]
64Power transfer between docked satellitesISRO passed power between SDX-01 and SDX-02 for about four minutes on 21 April 2025 to run a heater.ISRO, SpaDeX second docking [25]

Seminar topics for biotechnology students (12)

Biotech seminars are information, not medical advice, so every row starts from a regulator, a health agency or a research institute. Two come from ICAR's own release on India's first genome-edited rice.

#TopicThe angleStart from
65CRISPR therapy for sickle cell diseaseCasgevy, approved for patients 12 and older: how editing a patient's own stem cells works.US FDA, 8 Dec 2023 [45]
66Two routes to gene therapyCasgevy edits with CRISPR/Cas9, while Lyfgenia adds a gene with a lentiviral vector: compare the two.US FDA, 8 Dec 2023 [45]
67Genome-edited rice in IndiaDRR Rice 100 (Kamala) and Pusa DST Rice 1, edited with CRISPR-Cas without adding foreign DNA.ICAR release, 2025 [46]
68Crops for saline and alkaline soilsPusa DST Rice 1, based on MTU 1010, and what tolerance to salt and drought means at the gene level.ICAR release, 2025 [46]
69CAR T-cell therapyA patient's own T cells engineered to find cancer cells: the 3 to 5 week process, step by step.US National Cancer Institute, updated 26 Feb 2025 [47]
70Making mRNA vaccines locallyWHO's technology transfer hub in Cape Town and its 14 manufacturing partners, India among them.WHO, hub announced 21 Jun 2021 [48]
71The R21 malaria vaccineWhat WHO's recommendation of R21/Matrix-M means for supply in the countries with the most malaria.WHO, 2 Oct 2023 [49]
72Antimicrobial resistanceAbout 1 in 6 laboratory-confirmed bacterial infections were resistant in 2023: mechanisms and stewardship.WHO fact sheet, 16 Jul 2026 [50]
73One HealthMore than 60% of emerging infectious diseases start in animals: link people, animals, plants and ecosystems.WHO fact sheet, 8 May 2026 [51]
74The human pangenome47 people and 94 genome sequences in the first draft: why one reference genome was not enough.NHGRI, 10 May 2023 [52]
75Protein structure predictionMore than 200 million predicted structures in one open database: how labs use them and where they fall short.AlphaFold Protein Structure Database, EMBL-EBI [53]
76Organ-on-a-chip and organoidsThe FDA's plan to phase out animal testing for monoclonal antibodies and other drugs: what takes its place.US FDA, 10 Apr 2025 [54]

Seminar topics for MBA and management students (12)

Management seminars are judged on the decision at the end. These start from a central bank, a standard setter or a dated dataset, and each leaves room for your recommendation. A talk that argues one side is a different job; our sister list of persuasive speech topics covers it.

#TopicThe angleStart from
77How the RBI fights inflationThe repo rate rose 25 basis points to 5.50% on 7 October 2026: how a policy decision reaches loans and deposits.RBI, Governor's Statement, 7 Oct 2026 [55]
78Reading a central bank's outlookThe RBI projects 7.1% GDP growth and 5.2% CPI inflation for 2026 to 27: what each forecast assumes.RBI, 7 Oct 2026 [55]
79Measuring digital paymentsThe RBI's Digital Payments Index stood at 516.76 for September 2025, against a base of 100 in March 2018: what it counts.RBI release, 12 Feb 2026 [56]
80The e-rupeeWhy the RBI chose a token-based retail digital currency with banks as distributors.RBI, Concept Note on CBDC, 7 Oct 2022 [57]
81Sustainability reporting with IFRS S1 and S2What investors now ask companies to disclose about sustainability and climate risks.IFRS Foundation, ISSB, 26 Jun 2023 [58]
82AI adoption in companies88% of organisations report using AI: where it pays back and where it does not.Stanford HAI, AI Index 2026 [14]
83Who invests in AIUS private AI investment reached USD 285.9 billion in 2025, against USD 12.4 billion in China: reasons for the gap.Stanford HAI, AI Index 2026 [14]
84AI rules for software exportersAn Indian software firm selling in Europe: which AI Act duties apply, and from which date.European Commission, updated 19 Oct 2026 [7]
85Cyber risk as a board topicNIST added Govern to its framework: who owns cyber risk in a company, and how it is reported.NIST release, 26 Feb 2024 [5]
86The economics of automation542,000 robots installed worldwide in 2024: payback, skills and jobs in one business case.IFR release, 25 Sep 2025 [24]
87Electric vehicle supply chainsAlmost half of all cars sold in China in 2024 were electric: what that means for component makers elsewhere.IEA, Global EV Outlook 2025 [23]
88The business of spaceIn 2025, 315 of 328 launch attempts succeeded, placing 4,198 known operational satellites: who pays for launches and what satellites earn.ISRO, ISSAR 2025, 8 Apr 2026 [59]

General seminar topics for college students (12)

These suit any department that allows a general or non-technical seminar, and each has a dated figure from an official body to build the talk around.

#TopicThe angleStart from
89Who is still offline, and why6.3 billion people use the Internet in 2026, 76% of the world, while about 2 billion remain offline.ITU, Facts and Figures 2026 [60]
90Where old phones go62 million tonnes of e-waste in 2022, with 22.3% documented as collected and recycled.Global E-waste Monitor 2024, ITU and UNITAR [61]
91Space debrisAbout 40,000 tracked objects and over 1.2 million debris pieces larger than 1 cm: why orbits are getting crowded.ESA, 1 Apr 2025 [32]
92What 2025 says about the climateAbout 1.43 °C above the 1850 to 1900 average, and 2015 to 2025 the 11 hottest years on record.WMO, 23 Mar 2026 [38]
93Students and generative AIAbout 4 in 5 university students use generative AI: what helps learning and what replaces it.Stanford HAI, AI Index 2026 [14]
94Aditya-L1 and space weatherIndia's solar observatory 1.5 million km away, seven payloads, in halo orbit around L1 since 6 January 2024.ISRO, Aditya-L1 [22]
95Gaganyaan: India's crewed mission planA crew of three to a 400 km orbit for three days, landing in Indian waters, and the tests that come first.ISRO, Gaganyaan page [28]
96Free satellite data anyone can useNISAR's provisional L-band data was released on 20 July 2026: map your own district's land and crops.NASA NISAR page, updated 29 Sep 2026 [20]
97Teenagers and physical activity86% of adolescents aged 11 to 17 miss the recommended level: information for a campus wellness talk.WHO fact sheet, 4 Nov 2026 [62]
98Student mental healthAbout 1 in 7 people aged 10 to 19 have a mental health condition: signs, support and stigma, as information.WHO fact sheet, 1 Sep 2025 [63]
99Online fraud and how to report itThe common scams students meet, for the UN's International Anti-Cybercrime Day on 24 December.UN list of international days [64]
100Zero waste on campusAudit one week of campus waste and present the numbers, for the International Day of Zero Waste on 30 March.UN list of international days [64]

A 10-slide seminar outline, filled in for topic 1

Our planning rule is about one slide a minute, so ten slides fit a 15-minute talk, with five minutes of questions after it. Our guide to how many slides per minute goes deeper. Here is the shape that works for almost any technical topic:

SlideWhat goes on itMinutes
1. TitleTopic, your name, branch, guide and date0.5
2. Why it mattersThe problem in one sentence and one dated number1.5
3. BackgroundThe one concept the room needs first1.5
4. What is newThe standard, mission or result, with its date and source1.5
5. How it worksOne diagram, built up step by step2
6. Inside the systemArchitecture, block diagram or process flow2
7. Example or caseAn Indian or local example, or a demo2
8. Limits and challengesWhat it cannot do yet, and the open questions1.5
9. Future scopeWhat is expected next, with dates where the source gives them1
10. Conclusion and referencesThree takeaways, sources with dates, then questions1

And here is the same outline written out for topic 1, post-quantum cryptography, with every date taken from NIST's own releases [2] [3]:

  1. Post-quantum cryptography: replacing today's encryption. Name, branch, guide, date. One line: "NIST finalised three standards on 13 August 2024."
  2. Why it matters. Today's public-key encryption relies on maths problems a large quantum computer could solve; data recorded now could be read later.
  3. Background. Public-key encryption in one diagram: a key exchange and a digital signature, and where each is used in a web connection.
  4. What NIST published. FIPS 203 (ML-KEM) for general encryption, FIPS 204 (ML-DSA) for digital signatures, FIPS 205 (SLH-DSA) as a backup signature method [2].
  5. How ML-KEM works. The idea of lattice problems, shown as noisy points on a grid; ML-KEM was formerly called CRYSTALS-Kyber [2].
  6. Signatures. ML-DSA, formerly CRYSTALS-Dilithium, as the primary signature standard, and SLH-DSA, formerly SPHINCS+, as the backup [2].
  7. A second line of defence. On 11 March 2025 NIST chose HQC, based on error-correcting codes, as a backup to ML-KEM; a draft is due in about a year and the final standard in 2027 [3].
  8. Migration. NIST urges administrators to start adopting the standards now, because full integration takes time [2]: inventory, crypto-agility and testing.
  9. Limits. Larger keys and signatures, older devices that cannot be updated, and what this means for small chips (topic 28).
  10. Conclusion and references. Three takeaways, NIST's two releases with their dates, and the question for the room: which system on our campus would you migrate first?
Ten-slide seminar outline for topic 1, post-quantum cryptography, shown as slide cards in order: title, why it matters, background, what NIST published on 13 August 2024, how ML-KEM works, signatures, HQC chosen on 11 March 2025, migration, limits, and conclusion with references, each card with its source.
Topic 1 as ten slides for a 15-minute seminar, every date taken from NIST's own releases.

How to prepare a seminar presentation: a three-week plan

This is our planning advice, not a college rule; if your department sets dates, those win. Three weeks is enough for a 15-minute seminar if each week has one job.

  1. Week 1: choose and get approval. Shortlist three topics from the lists, open each row's source, write a 100-word abstract for the strongest one and take it to your guide.
  2. Week 2: read and outline. Read three to five sources, starting with the one in the row. Write the ten slide titles as full sentences and sketch every diagram on paper first.
  3. Week 3: build and rehearse. Make the slides, put the source and date under every number, rehearse twice with a timer and write answers to five likely questions.
  4. The day. Arrive early, test the file on the room's computer, keep a PDF copy on a pen drive and in your email, and speak to the room, not the screen.

If your seminar presents a research paper, our guide to turning a research paper into a conference presentation fits better, and our sister guide to presentation skills has short drills for the delivery itself.

Three-week seminar preparation timeline: week 1 choose a topic, open the source and get the guide's approval of a 100-word abstract; week 2 read three to five sources and outline ten slides; week 3 build the slides and rehearse twice with a timer; the day itself with a file test, a PDF backup and five prepared answers.
One job a week: choose, outline, rehearse. Our planning advice; your department's dates come first.

Dates to hang a seminar on, November 2026 to March 2027

If your seminar falls between now and March, a United Nations day can give a topic a reason to be presented that week. Every date below is from the UN list of international days, read on 10 November 2026 [64].

DateDayTopics that fit
10 NovemberWorld Science Day for Peace and Development13, 93
19 NovemberWorld Toilet Day44, 47
5 DecemberWorld Soil Day67, 68
24 DecemberInternational Anti-Cybercrime Day3, 4, 99
24 JanuaryInternational Day of Education11, 93, 98
26 JanuaryInternational Day of Clean Energy53, 55, 61, 62
2 FebruaryWorld Wetlands Day46, 50
11 FebruaryInternational Day of Women and Girls in Science65 to 76
21 MarchWorld Day for Glaciers92, 96
22 MarchWorld Water Day44, 47
23 MarchWorld Meteorological Day50, 51, 92
30 MarchInternational Day of Zero Waste90, 100

What to check before you present

A good topic fails on small things. Run this list the day before.

  1. Your department's rules come first.Length, format, the report and whether the topic needs approval are set by your college and your guide, not by this page.
  2. Every number has a source and a date on the slide.Official pages first: a standards body, a ministry, an agency or the institute that did the work. Every source on this page was read on 10 November 2026.
  3. The standard is the current edition.Standards are revised: BIS lists IS 1893 (Part 4) in its 2024 second revision, and W3C's WCAG 2.2 page carries a December 2024 version. Check the issuing body's page the week you present.
  4. Health topics stay information.Take figures from WHO, a health ministry or a national institute, add where to get help, and never present them as treatment advice.
  5. Money topics are not investment advice.Explain what the RBI or a regulator decided and why; leave buying and selling out of the slides.
  6. AI help is declared.If you used an AI tool for research or slides, follow your college's policy, say so on the references slide, and make sure you can explain every slide in your own words.

Make it in NOXI: one seminar, one request

NOXI (noxi.ai) is an AI maker for presentations and documents: you describe what you need in one request, and it builds a designed deck or document in one of 14 formats; the free plan covers five documents a month, downloads carry no watermark, and files export to PowerPoint, Word and PDF.

For a seminar, use the Presentation format, described in the NOXI 2.0 launch article. Put the topic, your branch and the minutes in one request. When the subject needs current facts, NOXI searches the live web first and every fact keeps its source on the slide; when a fact cannot be confirmed, NOXI leaves a clear field for you to fill instead of guessing [1].

Prompt 1 · CSE technical seminar, 15 minutes

A 10-slide technical seminar for final-year B.Tech computer science students: "Post-quantum cryptography: NIST's 2024 standards". Slides: title, why it matters, background, what NIST published, how ML-KEM works, signatures, HQC as the backup, migration, limits, conclusion with references. Use NIST's own pages for every date and show the source on each slide. Clean, academic style with simple diagrams.

Prompt 2 · civil engineering seminar, 12 minutes

A 9-slide seminar for third-year civil engineering students: "Base-isolated buildings and India's IS 1893 (Part 6)". Explain how isolators work with one diagram, compare a fixed-base and an isolated building, add one slide on which buildings benefit most, and end with limits and references. Cite BIS for the standard. Calm, technical tone.

Prompt 3 · MBA seminar, 10 minutes

An 8-slide MBA seminar: "How the RBI's October 2026 repo rate decision reaches borrowers". Use the RBI Governor's Statement of 7 October 2026 for the rate, the stance and the projections, with sources on the slides. Include one chart of the policy rates and finish with a recommendation for a small business. Professional, plain style.

Step 1. Open noxi.ai and pick Presentation

Sign in or create a free account; no credit card is needed. Choose Presentation among the 14 formats, or Auto and say "presentation" in your request.

Step 2. Send one request with the topic, branch and minutes

Paste a prompt above or write your own: the topic number's angle, your branch and year, how many minutes you have and the tone. Attach your notes or your guide's brief if you have them.

Step 3. Let NOXI research and sketch the slides

For a topic that needs current facts, NOXI searches the live web and keeps each source on the slide. It sketches every slide first (cover, key number, chart, table, timeline), then designs the deck in a style from its library of more than ninety.

Step 4. Change what you want

Ask in the chat, for example "add a block diagram on slide 6" or "make it 12 slides", or edit by hand. NOXI changes only what you asked for, and every change after the deck is made is free.

Step 5. Export PowerPoint

Export PowerPoint with editable text boxes, or PDF with clickable source links, and rehearse with the file you will present. Each file is compared with the slides before the download appears.

For the method behind any deck, whichever tool you use, see our guide to how to make a presentation.

Frequently asked questions

What are good seminar topics?
Good seminar topics pair one mechanism with one recent, dated source: NIST's post-quantum standards of 13 August 2024, Wi-Fi 7, ISRO's NISAR radar, base-isolated buildings, grid batteries, CRISPR therapy or the RBI's repo rate decision. This page lists 100 by branch, each with a one-line angle and a primary source to start from.
What are good seminar topics for students?
Students do best with a topic they can explain in one diagram with one Indian or local example: passkeys, NavIC, the SpaDeX docking, landslide mapping, EV charging, genome-edited rice or the e-rupee. Check that a primary source from the last few years exists, then ask your guide to approve the topic before you start the slides.
What are the latest seminar topics for computer science?
Recent computer science topics with fresh primary sources include post-quantum cryptography (NIST, August 2024), passkeys under WebAuthn Level 3 (a W3C Recommendation since 25 August 2026), WCAG 2.2 accessibility, the EU AI Act's risk tiers, memory-safe languages, generative AI risk (NIST AI 600-1) and the energy use of AI data centres (IEA).
What are good seminar topics for ECE students?
ECE students can choose 6G and ITU's IMT-2030 usage scenarios, Wi-Fi 7 (IEEE 802.11be-2024), RISC-V's RVA23 profile, 5G-Advanced in 3GPP Release 18, NISAR's dual-band radar, NavIC's new L1 signal or post-quantum cryptography on small chips. Each is listed above with an angle and a dated standards body or ISRO page.
What are good seminar topics for mechanical engineering students?
Mechanical topics that come with a real system to analyse: EV battery packs (IEA Global EV Outlook 2025), industrial robots in India, ISRO's SpaDeX docking and RLV landing tests, the Pragyan rover, crew escape systems, heat pumps, hydrogen, data centre cooling and safer two-wheelers. Pick one and draw its main mechanism on one slide.
What are good technical seminar topics for engineering students?
A technical seminar topic should rest on a standard, a mission or a dataset: IS 1893 for earthquake design, IEEE 519-2022 for harmonics, ITU-R M.2160 for 6G, NIST FIPS 203 for encryption, or ISRO's NISAR pages for radar. Explain how it works, show one Indian example and end with its limits and open questions.
What are good seminar topics for MBA students?
MBA topics should end in a decision: the RBI's repo rate rise to 5.50% on 7 October 2026, the Digital Payments Index, the e-rupee, IFRS S1 and S2 sustainability reporting, AI adoption at 88% of organisations, EU AI Act duties for software exporters, or the economics of automation. Use the primary source, then give your recommendation.
How many slides should a seminar presentation have?
Our planning rule is about one slide a minute, so a 15-minute seminar takes about ten slides including the references, and a 20-minute one twelve to fourteen. Keep one idea per slide, a diagram wherever you can, and five minutes for questions. Your department's rules on length and format always come first.
How do I prepare a seminar presentation?
Plan three weeks. In week one, shortlist three topics, read their primary sources and get your guide's approval for an abstract. In week two, outline ten slides and sketch the diagrams. In week three, build the slides, rehearse twice with a timer and prepare answers to five likely questions. Keep a PDF copy.
Can NOXI make a seminar presentation, and is it free?
Yes. Send NOXI one request with the topic, your branch and the minutes. It searches the live web for current facts, keeps each source on the slide, sketches every slide before designing and exports PowerPoint without a watermark. The free plan covers five documents a month, and every change afterwards is free.

Sources

Every page below was opened on 10 November 2026, signed out, with no cookie banner accepted, no form filled and nothing downloaded. Topic angles, slide counts, timings and the preparation plan are our own planning advice, not rules from these organisations.

  • [1] NOXI: its 2.0 product record (14 formats, research with sources, planning before design, design library, editing, export, price, no watermark, no credit card) and the NOXI 2.0 launch article, published 3 November 2026 and linked above.
  • [2] NIST, NIST Releases First 3 Finalized Post-Quantum Encryption Standards, 13 August 2024: FIPS 203 (ML-KEM, formerly CRYSTALS-Kyber), FIPS 204 (ML-DSA, formerly CRYSTALS-Dilithium), FIPS 205 (SLH-DSA, formerly SPHINCS+); administrators urged to begin adopting them now; opened 10 November 2026.
  • [3] NIST, NIST Selects HQC as Fifth Algorithm for Post-Quantum Encryption, 11 March 2025: HQC as a backup to ML-KEM, based on error-correcting codes; draft in about a year, final standard expected in 2027; opened 10 November 2026.
  • [4] NIST, SP 800-207, Zero Trust Architecture, August 2020; opened 10 November 2026.
  • [5] NIST, NIST Releases Version 2.0 of Landmark Cybersecurity Framework, 26 February 2024: six functions, Govern new; opened 10 November 2026.
  • [6] NIST, NIST AI 600-1, Generative Artificial Intelligence Profile, 26 July 2024; opened 10 November 2026.
  • [7] European Commission, AI Act, page updated 19 October 2026: in force 1 August 2024; prohibitions from 2 February 2025; general-purpose AI obligations from 2 August 2025; Annex III high-risk uses (including education and employment) from 2 December 2027 after the AI Omnibus; opened 10 November 2026.
  • [8] International Energy Agency, Energy and AI: energy demand from AI, 2025: data centres about 415 TWh in 2024, about 1.5% of global electricity, projected about 945 TWh in 2030 in the base case; opened 10 November 2026.
  • [9] W3C, Web Authentication Level 3, W3C Recommendation, 25 August 2026; opened 10 November 2026.
  • [10] CISA, The Case for Memory Safe Roadmaps, 6 December 2023; opened 10 November 2026.
  • [11] IETF, RFC 9000, QUIC: A UDP-Based Multiplexed and Secure Transport, May 2021, Standards Track; opened 10 November 2026.
  • [12] W3C, Web Content Accessibility Guidelines (WCAG) 2.2, W3C Recommendation, version of 12 December 2024: nine new success criteria, 4.1.1 Parsing removed; opened 10 November 2026.
  • [13] Coalition for Content Provenance and Authenticity, C2PA specifications (Content Credentials; versions 2.2 to 2.5 listed; no publication date shown); opened 10 November 2026.
  • [14] Stanford HAI, AI Index Report 2026: US private AI investment USD 285.9 billion in 2025 against USD 12.4 billion in China; organisational adoption 88%; about 4 in 5 university students use generative AI; 362 documented AI incidents in 2025 against 233 in 2024; opened 10 November 2026.
  • [15] Stanford HAI, AI Index Report 2025: cost of a system at GPT-3.5 level fell more than 280-fold between November 2022 and October 2024; opened 10 November 2026.
  • [16] ITU-R, IMT-2030 (6G): Recommendation ITU-R M.2160 approved at RA-23 in November 2023; six usage scenarios; candidate technologies invited between February 2027 and February 2029; opened 10 November 2026.
  • [17] IEEE Standards Association, Standards Board approvals, 26 September 2024: 802.11be-2024 (Enhancements for Extremely High Throughput) and the revised 802.15.4-2024; opened 10 November 2026.
  • [18] RISC-V International, RISC-V Announces Ratification of the RVA23 Profile Standard, 21 October 2024: vector and hypervisor extensions mandatory; opened 10 November 2026.
  • [19] 3GPP, Release 18 (5G-Advanced): satellite access, IoT, sidelink and positioning, slicing, energy efficiency and AI/ML; content largely decided at the December 2021 plenaries; opened 10 November 2026.
  • [20] ISRO, NISAR: launch on GSLV-F16 on 30 July 2025; S-band radar by ISRO, L-band by NASA; 12 m reflector on a 9 m boom; global imaging every 12 days; measures land deformation from earthquakes, landslides and aquifer changes; and NASA, NISAR mission page, updated 29 September 2026: L-band 24 cm and S-band 9.4 cm wavelengths, provisional L-band data released 20 July 2026; both opened 10 November 2026.
  • [21] ISRO, Satellite Navigation Services: NavIC with 7 satellites, service up to 1,500 km beyond India, position better than 20 m, timing better than 50 ns, L5 and S band, L1 on satellites launched from 2023; opened 10 November 2026.
  • [22] ISRO, Aditya-L1: launched on PSLV-C57 on 2 September 2023, halo orbit insertion on 6 January 2024, seven payloads, about 1.5 million km from Earth; opened 10 November 2026.
  • [23] International Energy Agency, Global EV Outlook 2025, 14 May 2025: more than 17 million electric cars sold in 2024, above 20% of sales; almost half of car sales in China; battery pack prices down about 30% in China in 2024; opened 10 November 2026.
  • [24] International Federation of Robotics, press release, 25 September 2025: 542,000 industrial robots installed in 2024; India 9,100 units, sixth worldwide; opened 10 November 2026.
  • [25] ISRO, SpaDeX docking, 16 January 2025, and second docking and power transfer, 20 and 21 April 2025, about four minutes, used to run a heater element; opened 10 November 2026.
  • [26] ISRO, ISRO completes its RLV technology demonstrations through LEX trio, 23 June 2024: release at 4.5 km, 500 m cross-range, landing above 320 km/h; opened 10 November 2026.
  • [27] ISRO, Chandrayaan-3 details: lander 1,752 kg including the 26 kg rover, rover power 50 W, mission life one lunar day; opened 10 November 2026.
  • [28] ISRO, Gaganyaan, page dated 23 November 2022: crew of three, 400 km orbit, three-day mission, landing in Indian sea waters, crew escape system with quick-acting solid motors; opened 10 November 2026.
  • [29] International Energy Agency, The Future of Heat Pumps, 2022: three to five times more efficient than natural gas boilers; opened 10 November 2026.
  • [30] International Energy Agency, Global Hydrogen Review 2026, 18 June 2026; opened 10 November 2026.
  • [31] World Health Organization, Global status report on road safety 2023, 13 December 2023: 1.19 million road traffic deaths a year; more than half among pedestrians, cyclists and motorcyclists; opened 10 November 2026.
  • [32] European Space Agency, ESA Space Environment Report 2025, 1 April 2025: about 40,000 tracked objects, about 11,000 active payloads, over 1.2 million debris objects larger than 1 cm, re-entries of intact objects more than three times a day; opened 10 November 2026.
  • [33] Bureau of Indian Standards, CED 39 published standards: IS 1893 (Part 1):2016, (Part 2):2014, (Part 3):2014, (Part 4):2024 second revision, (Part 6):2022 base isolated buildings; opened 10 November 2026.
  • [34] ISRO, Landslide Atlas of India, 18 March 2023: about 80,000 landslides mapped by NRSC for 1998 to 2022, 147 districts in 17 states and 2 union territories ranked; opened 10 November 2026.
  • [35] WHO and UNICEF Joint Monitoring Programme, Progress on household drinking water, sanitation and hygiene 2000 to 2024, August 2025: 2.1 billion people without safely managed drinking water in 2024; about 2.8 billion gained safely managed sanitation since 2000; opened 10 November 2026.
  • [36] International Energy Agency, Cement tracking page, findings as of June 2026; opened 10 November 2026.
  • [37] World Meteorological Organization, Early Warnings for All: co-led with UNDRR, everyone covered by the end of 2027, about half of countries report adequate multi-hazard early warning systems; opened 10 November 2026.
  • [38] World Meteorological Organization, State of the Global Climate 2025, 23 March 2026: 2025 about 1.43 °C above 1850 to 1900, 2015 to 2025 the 11 hottest years; opened 10 November 2026.
  • [39] International Energy Agency, Electricity Grids and Secure Energy Transitions, 17 October 2023: over 80 million km to add or refurbish by 2040; at least 3,000 GW of renewables in connection queues; opened 10 November 2026.
  • [40] International Energy Agency, Batteries and Secure Energy Transitions, 2024: 42 GW of battery storage added in 2023; lithium-ion prices from USD 1,400 per kWh in 2010 to under USD 140 in 2023; opened 10 November 2026.
  • [41] IEEE, IEEE 519-2022, Standard for Harmonic Control in Electric Power Systems, published 5 August 2022; opened 10 November 2026.
  • [42] US Department of Energy, Office of Nuclear Energy, Advanced Small Modular Reactors: tens of megawatts up to hundreds of megawatts; opened 10 November 2026.
  • [43] International Energy Agency, Electricity 2026, 6 February 2026, forecast to 2030; opened 10 November 2026.
  • [44] International Energy Agency, Renewables 2025, 7 October 2025; opened 10 November 2026.
  • [45] US Food and Drug Administration, FDA Approves First Gene Therapies to Treat Patients with Sickle Cell Disease, 8 December 2023: Casgevy (CRISPR/Cas9) and Lyfgenia (lentiviral vector), patients 12 and older; opened 10 November 2026.
  • [46] Indian Council of Agricultural Research, two genome-edited rice varieties, 2025: DRR Rice 100 (Kamala) from ICAR-IIRR on Samba Mahsuri, Pusa DST Rice 1 from ICAR-IARI on MTU 1010, CRISPR-Cas editing without foreign DNA; opened 10 November 2026.
  • [47] US National Cancer Institute, CAR T Cells: Engineering Patients' Immune Cells to Treat Their Cancers, updated 26 February 2025: process takes about 3 to 5 weeks; opened 10 November 2026.
  • [48] World Health Organization, The mRNA vaccine technology transfer hub: announced 21 June 2021 in Cape Town; 14 manufacturing partners including India, as of 1 May 2025; opened 10 November 2026.
  • [49] World Health Organization, WHO recommends R21/Matrix-M vaccine for malaria prevention, 2 October 2023; opened 10 November 2026.
  • [50] World Health Organization, Antimicrobial resistance fact sheet, 16 July 2026: more than 4.7 million deaths associated with bacterial resistance in 2021; about 1 in 6 laboratory-confirmed bacterial infections resistant in 2023; opened 10 November 2026.
  • [51] World Health Organization, One Health fact sheet, 8 May 2026: more than 60% of emerging infectious diseases originate in animals; opened 10 November 2026.
  • [52] National Human Genome Research Institute, Scientists release a new human pangenome reference, 10 May 2023: 47 people, 94 genome sequences; opened 10 November 2026.
  • [53] EMBL-EBI and Google DeepMind, AlphaFold Protein Structure Database: over 200 million protein structure predictions; opened 10 November 2026.
  • [54] US Food and Drug Administration, FDA announces plan to phase out animal testing requirement for monoclonal antibodies and other drugs, 10 April 2025: computer models, organoids and organ-on-a-chip systems; opened 10 November 2026.
  • [55] Reserve Bank of India, Governor's Statement, 7 October 2026: repo rate up 25 basis points to 5.50%, stance of calibrated tightening, CPI inflation projected at 5.2% and real GDP growth at 7.1% for 2026 to 27; opened 10 November 2026.
  • [56] Reserve Bank of India, RBI Digital Payments Index for September 2025, 12 February 2026: 516.76, up from 493.22 in March 2025, base March 2018 = 100; opened 10 November 2026.
  • [57] Reserve Bank of India, Concept Note on Central Bank Digital Currency, 7 October 2022; opened 10 November 2026.
  • [58] IFRS Foundation, ISSB issues inaugural global sustainability disclosure standards, 26 June 2023: IFRS S1 and IFRS S2; opened 10 November 2026.
  • [59] ISRO, Indian Space Situational Awareness Report 2025, released 8 April 2026: 18 collision avoidance manoeuvres in 2025; over 150,000 alerts for ISRO satellites analysed; 328 launch attempts worldwide in 2025, 315 of them successful, placing 4,198 known operational satellites; opened 10 November 2026.
  • [60] International Telecommunication Union, Facts and Figures 2026: 6.3 billion people, 76% of the world, online in 2026; about 2 billion offline; opened 10 November 2026.
  • [61] ITU and UNITAR, Global E-waste Monitor 2024: 62 million tonnes in 2022, 22.3% documented as collected and recycled, about 82 million tonnes projected for 2030; opened 10 November 2026.
  • [62] World Health Organization, Physical activity fact sheet, 4 November 2026: 86% of adolescents aged 11 to 17 do not meet the recommended level; opened 10 November 2026.
  • [63] World Health Organization, Mental health of adolescents fact sheet, 1 September 2025: about 1 in 7 people aged 10 to 19 have a mental health condition; opened 10 November 2026.
  • [64] United Nations, List of International Days and Weeks: every UN date in the calendar table; opened 10 November 2026.

Written by Aidar Akmaev

Founder and designer of NOXI, an AI presentation maker for professional, consulting-grade decks. NOXI is one of the tools mentioned here; see the disclosure at the top.