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HomeGuestsAdvaith Sridhar
Matija Milenovic
Advaith Sridhar

Advaith Sridhar

Founder at Discovered Materials

AI agents that discover new chip materials

Discovered Materials

Discovered Materials

Founder

Visit

About

Discovered Materials uses swarms of AI agents for a chip-materials search that takes more than ten years of lab work.[8]Y CombinatorDiscovered Materials company profileYC[9]TechCrunchDiscovered Materials is playing AI whack-a-mole to hunt cooler chipsPress, Aug 10, 2026 Agents propose materials and synthesis recipes, while machine-learning tools compute their stability, thermal, dielectric and mechanical properties.[10]Discovered MaterialsMaterial Discovery BenchCompany, 2026[11]Deeptech DecodedAdvaith Sridhar on agents for synthesis recipes (33:44)Episode The team makes best-effort attempts to validate candidates in its lab.[10]Discovered MaterialsMaterial Discovery BenchCompany, 2026 Advaith has a master's in AI from Carnegie Mellon and was the founding applied scientist at Persona AI, acquired by Luma Labs, where he built long-horizon autonomous agents for major telecom and crypto companies.[12]Launch YCMatforge: AI Scientists to discover new semiconductor materialsYC, Apr 21, 2026[8]Y CombinatorDiscovered Materials company profileYC Discovered Materials (YC P26) raised a $9M seed in August 2026 led by Lightspeed India Partners.[9]TechCrunchDiscovered Materials is playing AI whack-a-mole to hunt cooler chipsPress, Aug 10, 2026[8]Y CombinatorDiscovered Materials company profileYC It has released more than 500 computationally generated, previously unknown materials and Material Discovery Bench, its open benchmark for agentic materials discovery.[10]Discovered MaterialsMaterial Discovery BenchCompany, 2026[13]Discovered MaterialsCompany websiteCompany

Co-founders

Akash Ramdas

Akash Ramdas

Co-founder

Launch video

Episodes

  • 20 Years of R&D. Matched in 3 Months by 2 Friends. | Advaith Sridhar, Discovered Materials • DD15

    Oct 22, 20261h 11m
    Watch + transcriptYouTubeSpotifyApple Podcasts

What the episode covers

  • 3 monthsto match incumbent thermal pastes31:21
  • 4,000 Wper chip, where NVIDIA is heading26:20
  • 40%of a chip's heat resistance is thermal paste30:32

Key moments

  1. 3:53AI made materials a checkable fieldWatching Claude write all his code showed him AI can take on any field where results can be checked.
  2. 32:22The lab sets the paceTheir gains came from modifying equipment, not a self-driving lab.
  3. 38:56Only false positives countOne winner matters more than a hundred missed materials.
  4. 42:41Why they moved past thermal pastesA market of about $1B was too small, so they are aiming at bigger thermal markets.

The reasoning layer

Decoded before it's obvious.

FAQ

Advaith Sridhar is a co-founder of Discovered Materials, which builds AI scientists that discover materials for the semiconductor industry.[12]Launch YCMatforge: AI Scientists to discover new semiconductor materialsYC, Apr 21, 2026[13]Discovered MaterialsCompany websiteCompany He holds a master's in AI from Carnegie Mellon and was the founding applied scientist at Persona AI, acquired by Luma Labs, where he built long-horizon autonomous agents.[12]Launch YCMatforge: AI Scientists to discover new semiconductor materialsYC, Apr 21, 2026[8]Y CombinatorDiscovered Materials company profileYC

A San Francisco company in Y Combinator's Spring 2026 batch (YC P26), building AI agents that find new materials for semiconductor chips, aimed at data centers and fabs.[8]Y CombinatorDiscovered Materials company profileYC Finding a novel material today takes more than ten years of lab work.[8]Y CombinatorDiscovered Materials company profileYC[12]Launch YCMatforge: AI Scientists to discover new semiconductor materialsYC, Apr 21, 2026 The company aims to compress that to months.[8]Y CombinatorDiscovered Materials company profileYC

Agents propose materials and synthesis recipes, while machine-learning tools compute stability, thermal conductivity, dielectric properties and mechanical properties.[10]Discovered MaterialsMaterial Discovery BenchCompany, 2026 The company says it makes best-effort attempts to validate candidates experimentally; its published benchmark found only one plausible synthesis route among more than 500 computationally generated materials.[10]Discovered MaterialsMaterial Discovery BenchCompany, 2026

The company's open benchmark for agentic materials discovery: a long-horizon, open-ended research task where AI models search for new materials used in chips.[10]Discovered MaterialsMaterial Discovery BenchCompany, 2026[13]Discovered MaterialsCompany websiteCompany It was built with input from researchers at IBM, imec, Stanford and Cambridge.[10]Discovered MaterialsMaterial Discovery BenchCompany, 2026

A $9M seed round announced in August 2026, led by Lightspeed India Partners with participation from Y Combinator and Peak XV Partners, and angels including Paul Graham, Gokul Rajaram and Thariq Shihipar.[9]TechCrunchDiscovered Materials is playing AI whack-a-mole to hunt cooler chipsPress, Aug 10, 2026[13]Discovered MaterialsCompany websiteCompany

Akash Ramdas, who did his MS, PhD and post-doc at Stanford in materials science and engineering.[8]Y CombinatorDiscovered Materials company profileYC[12]Launch YCMatforge: AI Scientists to discover new semiconductor materialsYC, Apr 21, 2026 The materials he found for nanoscale interconnects during his PhD have been adopted into the roadmaps of Intel and TSMC.[8]Y CombinatorDiscovered Materials company profileYC

In this episode

  • 3:53Claude writing all his code sparked the materials idea
  • 5:21Agents did in three weeks what took Akash a year
  • 26:20Why heat is the main problem in chips today
  • 31:21Thermal pastes matching Dow, Honeywell and Henkel in three months
  • 32:22Why the robotic arm helped less than changing equipment
  • 43:18Pausing thermal interface materials for bigger markets
  • 49:17Pitching more than 100 times in two weeks

References

Company and YC

  1. Y Combinator, Discovered Materials company profileAccessed Oct 23, 2026↩abcdefghi
  2. Discovered Materials, Material Discovery Bench (2026)Accessed Oct 23, 2026↩abcdefg
  3. Launch YC, Matforge: AI Scientists to discover new semiconductor materials (Apr 21, 2026)Accessed Oct 23, 2026↩abcde
  4. Discovered Materials, Company websiteAccessed Oct 23, 2026↩abcd

Press

  1. TechCrunch, Discovered Materials is playing AI whack-a-mole to hunt cooler chips (Aug 10, 2026)Accessed Oct 23, 2026↩abc

Episode

  1. Advaith Sridhar on matching incumbent thermal pastes (31:21)↩
  2. Advaith Sridhar on the heat wall (26:20)↩
  3. Advaith Sridhar on thermal paste and heat resistance (30:32)↩
  4. Advaith Sridhar on materials as a verifiable domain (3:53)↩
  5. Advaith Sridhar on self-driving labs (32:22)↩
  6. Advaith Sridhar on false positives (38:56)↩
  7. Advaith Sridhar on moving past thermal pastes (42:41)↩
  8. Advaith Sridhar on agents for synthesis recipes (33:44)↩

Last updated Oct 23, 2026

Matija Milenovic

Watch the episode

Oct 22, 20261h 11m
Watch + transcript
YouTubeSpotifyApple
Discovered Materials

Discovered Materials

Founder

On this page

  • About
  • Episodes
  • FAQ
  • References
  • Moments

Moments

  • 3:53

    Claude writing all his code sparked the materials idea

  • 5:21

    Agents did in three weeks what took Akash a year

  • 26:20

    Why heat is the main problem in chips today

  • 31:21

    Thermal pastes matching Dow, Honeywell and Henkel in three months

  • 32:22

    Why the robotic arm helped less than changing equipment

  • 43:18

    Pausing thermal interface materials for bigger markets

See all 7 moments

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