Publications

3510 results for Materials Discovery

MDLab: AI frameworks for Carbon Capture and Battery Materials
- - Bruce Elmegreen
  - Hendrik Hamann
  - et al.
- 2025
- Frontiers in Environmental Science
Spectra to Molecule: A Multimodal Multitasking Transformer Model for Automated Structure Elucidation
- - Marvin Alberts
  - Teodoro Laino
- 2025
- ACS Fall 2025
Learn more about our Materials Discovery work
Transformer Model for Structure Elucidation from Tandem Mass Spectroscopy data
- - Laura Mismetti
  - Marvin Alberts
  - et al.
- 2025
- ACS Fall 2025
How Defects Freeze Ripples in 2D Materials
- - Fabian Thiemann
  - Camille Scalliet
  - et al.
- 2025
- ACS Fall 2025
Raman Spectrum Prediction from Crystallographic Information with Graph Neural Networks
- 2025
- ACS Fall 2025
Molecular diffusion enhanced performance evaluation of metal-organic frameworks for CO2 capture
- - Rodrigo Neumann Barros Ferreira
  - Yogesh Joshi
  - et al.
- 2025
- ACS Fall 2025
Hybrid quantum-classical simulation of periodic materials
- - Rodrigo Neumann Barros Ferreira
  - Alan Duriez
  - et al.
- 2025
- ACS Fall 2025
How to generalize machine learning models to both canonical and non-canonical peptides
- - Raúl Fernández Díaz
  - Rodrigo Ochoa
  - et al.
- 2025
- ACS Fall 2025
Investigating the role of activation in CO2 and N2 adsorption in Flexible MOFs
- - Geisa Lima
  - Matheus Esteves Ferreira
  - et al.
- 2025
- ACS Fall 2025
From Spectra to Structure: AI-Powered 31P-NMR Interpretation
- - Marvin Alberts
  - Nina Hartrampf
  - et al.
- 2025
- ACS Fall 2025