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matforge

AI scientists to discover semiconductor materials

Y CombinatorSpring 2026ActiveIndustrialsEnergyArtificial IntelligenceAdvanced MaterialsSemiconductorsAI

What they do

Problem

Discovering and validating new semiconductor materials currently takes over a decade of lab work, slowing progress in power and thermal scaling for AI chips.

Solution

They build a swarm of AI scientist agents that autonomously discovers and proposes novel semiconductor materials to compress R&D timelines from years to months.

Who it's for

Semiconductor companies including fabs, chipmakers, and datacenter hardware/materials R&D teams.

Founders

Advaith Sridhar
Founder

Discovering the next silicon using AI scientists. Founder at Matforge Ex-Research Engineer at Luma Labs. Studied at CMU, IIT-Madras

Akash Ramdas
Founder

Discovering the next silicon using AI scientists. Founder at Matforge MS, PhD, Post-Doc at Stanford - Material Science and Engineering

Company timeline

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