MATARIA
元材新界
MATARIA is an AI-for-Materials company building a cross-scale physical intelligence engine (atomic to macro) with multi-agent reinforcement learning, AutoDFT and AutoFEM tooling for property prediction and high-throughput screening, starting with composites and expanding to semiconductor and infrared photonic materials.
Position in SVTRnew
Snapshot 2026-10-21- Startup SignalsRankedof 2,268
- ManufacturingRankedof 99
- AgentsRankedof 290
- AI for ScienceRankedof 97
About
MATARIA is an AI-for-Materials company building a cross-scale physical intelligence engine (atomic to macro) with multi-agent reinforcement learning, AutoDFT and AutoFEM tooling for property prediction and high-throughput screening, starting with composites and expanding to semiconductor and infrared photonic materials. Founded by an NTU Singapore team.
Full tier & rationale — an SVTR Intelligence benefit
Capital graph
Investor· 2
Founders / core team
Investors
Funding history
- 2026-10-19Seed数千万人民币
Investors · Legend Capital、小苗朗程
Comparable companies· by market
This company
BusinessLatest roundTotal raisedDate- MATARIA
MATARIA is an AI-for-Materials company building a cross-scale physical intelligence engine (atomic to macro) with multi-agent reinforcement learning, AutoDFT and AutoFEM tooling for property prediction and high-throughput screening, starting with composites and expanding to semiconductor and infrared photonic materials. Founded by an NTU Singapore team.
Seed · 2026-10
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United States
BusinessLatest roundTotal raisedDate- G-SPACE, Inc.
G-SPACE, Inc., founded in 2019 by former NASA scientist Ioana Cozmuta and based in Sunnyvale, California, builds ATOM(e)™, an AI/ML-powered SaaS platform for designing and analyzing materials and manufacturing processes in microgravity, plus the MERCURIA™ market-sizing tool, serving NASA, ISS National Lab, Redwire, Voyager Technologies, Blue Origin and United Semiconductors among others.
— - Minds.ai
Minds.ai, founded in 2014 in Santa Cruz, California, applies supervised learning, reinforcement learning, and generative AI to improve efficiency in semiconductor wafer manufacturing.
Seed · $5M · 2023-10
$5M - Mitsubishi Electric US, Inc.
Mitsubishi Electric US, Inc. is the principal North American subsidiary of Mitsubishi Electric Corporation (TSE: 6503), headquartered in Cypress, California, with about 5,000 employees across roughly 31 locations. Its businesses span HVAC, elevators and escalators, factory automation, automotive electronics, power semiconductors, transformers and power transmission, and rail systems, and it has a VP of AI Innovations driving software and AI initiatives.
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China
BusinessLatest roundTotal raisedDate- IAS
Founded in 2016 and based in Wuxi, Jiangsu, IAS (Xunjie Guangyuan) develops near-infrared spectroscopy analyzers built on in-house MEMS spectral technology, using chemometric modelling and AI algorithms to convert spectra into composition readings. It serves food, grain, petrochemical and pharmaceutical customers and supplies in-line chemical concentration monitors for semiconductor wafer-cleaning equipment.
Series B · 2026-09
— - Deep Material
Deep Material (创材深造), founded in 2021 and headquartered in Tianjin, China, operates an AI-driven materials-informatics platform combining materials computation, machine learning and deep neural networks to accelerate R&D of high-performance metal materials such as superalloys, high-strength aluminum alloys and mold steel for aerospace, defense and EV customers.
Series A · 2026-09
— - Efmat
Efmat (Suzhou) Materials Technology, founded in 2017 in Suzhou Industrial Park, China, is a technology platform company focused on advanced metal materials. Its AluSlim® ultra-high-strength hot-forming steel is claimed to be the first globally to exceed 2,200 MPa, certified by several leading automakers and in volume production.
Series C · 2026-08
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Europe
BusinessLatest roundTotal raisedDate- Holy Technologies
Holy Technologies, founded in 2022 in Hamburg, Germany, leverages AI and robotics to automate the manufacturing of lightweight composite parts.
Seed · $5M · 2025-09
$5M - NP Company
NP Company, founded in 2025 in Paris, develops physics simulation models pre-trained on industrial data to generate high-fidelity engineering results within seconds for aerospace, automotive, and semiconductor design workflows.
Pre-Seed · $7M · 2026-06
$7M
Other / unspecified
BusinessLatest roundTotal raisedDate- Scimplify
Scimplify, founded in 2023 in Bengaluru, is an AI-enabled specialty chemicals and advanced materials platform (Scinode) that orchestrates R&D, manufacturing and sourcing across 500+ plants for 1,000+ customers in 40+ countries.
Strategic · $80M · 2026-10 · Valuation $250M
$80MValuation $250M - BY-AITECH
BY-AITECH is a New Taipei-based industrial AI startup combining smart sensors, on-device edge AI chips and a PHM platform for equipment diagnostics and predictive maintenance (AI APM) across semiconductor, petrochemical, energy, manufacturing and infrastructure sites.
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Confirmed rounds only. Matched on subsector, sector, stage and funding scale — each verifiable on the company profiles.
Investors that may fit
CAS Star
6 Manufacturing deals in the last 24 months · 5 at a nearby stage · 6 in East China
Request intro →华控基金
4 Manufacturing deals in the last 24 months · 4 at a nearby stage · 4 in East China
Request intro →Puhua Capital
3 Manufacturing deals in the last 24 months · 2 at a nearby stage · 3 in East China
Request intro →5Y Capital
3 Manufacturing deals in the last 24 months · 3 at a nearby stage · 3 in East China
Request intro →Shenzhen Capital Group
3 Manufacturing deals in the last 24 months · 2 at a nearby stage · 3 in East China
Request intro →Meridian Capital
3 Manufacturing deals in the last 24 months · 3 at a nearby stage · 3 in East China
Request intro →Ranked by each firm’s deals in this sector over the last 24 months, weighted by nearby stage and shared geography. Indicative only — no rating judgment.