Foundation models for materials discovery – current state and future directions
- Edward Pyzer-knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
Lucas Morin
Title
Pre-doctoral Researcher
Bio
Lucas Morin is a pre-doctoral researcher at IBM Research Europe - Zurich and part of the "AI for Knowledge" group. He works in collaboration with Prof. Luc Van Gool from the Department of Information Technology and Electrical Engineering at the ETH Zurich.
His research mostly focuses on developing deep learning methods for the visual recognition of chemical images in documents.
He studied mathematics and computer science and received a M.Sc degree in 2021 from Grenoble INP - Ensimag.
Publications
Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion
- 2025
- AAAI 2025
Docling Technical Report
- 2024
- arXiv
ESG Accountability Made Easy: DocQA at Your Service
- Lokesh Mishra
- Cesar Berrospi Ramis
- et al.
- 2024
- AAAI 2024
MolGrapher: Graph-based Visual Recognition of Chemical Structures
- Lucas Morin
- Martin Danelljan
- et al.
- 2023
- ICCV 2023
PatCID: Large-scale chemical-structure database from images in patent documents
- Ingmar Meijer
- Valery Weber
- et al.
- 2023
- ACS Fall 2023
Projects
Top collaborators
PS
Peter Staar
Principal RSM; Master Inventor; Manager of `AI for Knowledge` group.
IM
Ingmar Meijer
Senior Technical Staff Member
AN
Ahmed Nassar
Research Scientist
NL
Nikos Livathinos
Senior Software Engineer & Certified Architect