Accelerating Chemistry
& Materials R&D
Accelerating Chemistry & Materials R&D
with Artificial Intelligence
Entalpic helps industries use cutting-edge AI research to discover new materials and chemistry, enabling smarter and more sustainable industrial processes.
We are building a generative AI platform to drive breakthrough discoveries and co-develop strong intellectual property for our customers.
As pioneers in AI for Science, our mission is to master fundamental chemistry towards a more efficient and sustainable future.
Value Proposition
An innovative approach built on 3 pillars
AI Expertise
We are a team of machine learning experts with a proven track record in developing state-of-the-art predictive and generative models for the discovery of new materials and chemistry.
Multimodal Datasets
Our AI models leverage multiple data sources, including quantum simulations, scientific literature, patents and experimental data generated by our customers.
Experimental Integration
We view experiments as essential data sources for AI-driven R&D. Our platform is designed to interface seamlessly with experimental labs, enhancing discovery potential through data feedback loops
We are a team of machine learning experts with a proven track record in developing state-of-the-art predictive and generative models for the discovery of new materials and chemistry.
AI
Expertise
Our AI models leverage multiple data sources, including quantum simulations, scientific literature, patents and experimental data generated by our customers.
Multimodal
datasets
We view experiments as essential data sources for AI-driven R&D. Our platform is designed to interface seamlessly with experimental labs, enhancing discovery potential through data feedback loops.
Experimental
integration
Technology
*Click on the blocks to discover our technology
AI Chemistry
Co-Pilot
Generative AI for
Materials or
Chemistry Design
Quantum
Simulations
Patents &
Publications
Experimental
data
High-quality multi-modal datasets
We identify the most promising IP whitespaces to guide your R&D, turning innovation potential into exhaustive technological trees.
Our agentic LLM analyzes patents and academic publications using RAG to identify research opportunities with the right balance of patentability and breakthrough potential.
Whitepaper to come
Discover new materials or chemistry innovations for target applications with our Generative AI platform.
Our approach combines predictive models (GNN), generative models (GFlowNet) and Density Functional Theory (DFT) within an active learning framework.
Whitepaper to come
To power your R&D and train our models, we create and process high quality datasets:
- Patents & academic publications: placing IP at the core of discovery.
Quantum simulations datasets: DFT-driven data generation using our active learning pipeline, leveraging open-source datasets through LeMaterial initiative.
Experimental data, generated through our automated high-throughput lab ecosystem.
AI is a versatile technology that enables
exploration across multiple scientific domains.
Our expertise focuses on catalysis, electrochemistry, and more broadly optimizing solid-fluid interfaces.
Energy Storage
Innovating battery technologies for electric vehicles and stationary storage.
Carbon Capture
Advancing CO₂ capture technologies to decarbonize energy-intensive industries.
Greener Hydrogen
& Ammonia
Driving scalable solutions for production, transport and storage.
Critical Materials
Optimizing production of essential materials like aluminium and graphite.
Your Application Field
We are open to exploring new scientific and business opportunities. Contact us to discuss how we can collaborate on your challenge.
Energy storage
Innovating battery technologies for electric vehicles and stationary storage.
Carbon Capture
Greener Hydrogen
& Ammonia
Driving scalable solutions for production, transport and storage.
Critical Materials
Your Application Field
We are open to exploring new scientific and business opportunities. Contact us to discuss how we can collaborate on your challenge.
About us
About us
We are forward-thinking scientific explorers, deeply rooted in AI expertise and bound by integrity. Our core purpose is to help achieve Net Zero and drive the energy transition. We embrace working with energy-intensive industries to drive sustainable processes.
Machine Learning, Chemistry and Materials experts.
More than 50% PhDs
Alumni of Polytechnique,
Berkeley, Mines PSL, Stanford, CentraleSupelec, UCL, ENS…
Machine Learning, Chemistry
and Materials experts.
More than 50% PhDs
Alumni of Polytechnique,
Berkeley, Mines PSL, Stanford, CentraleSupelec, UCL, ENS…
2022 - 2024
Spring 2024
Summer 2024
Early 2025
Summer 2025
Fundamental research
on AI platform @Mila
Creation
8.5m Fundraising
Core team of 15 persons
working on tech
Scientific discovery
of new catalyst
2022-2024
Fundamental research
on AI platform @Mila
Spring 2024
Creation
Summer 2024
8.5m Fundraising
Early 2025
Core team of 15 persons
working on tech
Summer 2025
Scientific discovery
of new catalyst
Contact Form
STATION F
5 Parv. Alan Turing, 75013 Paris, France
MILA
