Chin-Wei Huang

Senior Researcher

Papiers de Collaboration

Afficher par:

- Accurate and scalable exchange-correlation with deep learning
  
  Giulia Luise, Chin-Wei Huang, Thijs Vogels, Derk Kooi, Sebastian Ehlert, Stephanie Lanius, K.J.H. Giesbertz, Amir Karton, Deniz Gunceler, Megan Stanley, Wessel Bruinsma, Lin Huang, Xinran wei, Jose Garrido Torres, Abylay Katbashev, Rodrigo Chavez Zavaleta, Bálint Máté, Sékou-Oumar Kaba, Roberto Sordillo, Yingrong Chen, David B. Williams-Young, Christopher Bishop, Jan Hermann, Rianne van den Berg, Paola Gori-Giorgi
  
  June 2025
  
  PDF Preprint Vidéo Télécharger
- Accurate Chemistry Collection: Coupled cluster atomization energies for broad chemical space
  
  Sebastian Ehlert, Jan Hermann, Thijs Vogels, Victor Garcia Satorras, Stephanie Lanius, Marwin Segler, Derk Kooi, Kenji Takeda, Chin-Wei Huang, Giulia Luise, Rianne van den Berg, Paola Gori-Giorgi, Amir Karton
  
  June 2025
  
  PDF Preprint Vidéo Télécharger
- A generative model for inorganic materials design
  
  Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Zilong Wang, Aliaksandra Shysheya, Jonathan Crabbé, Shoko Ueda, Roberto Sordillo, Lixin Sun, Jake Smith, Bichlien Nguyen, Hannes Schulz, Sarah Lewis, Chin-Wei Huang, Ziheng Lu, Yichi Zhou, Han Yang, Hongxia Hao, Jielan Li, Chunlei Yang, Wenjie Li, Ryota Tomioka, Tian Xie
  
  Nature | January 2025
  
  Publication
- Two for one: Diffusion models and force fields for coarse-grained molecular dynamics
  
  Marloes Arts, Victor Garcia Satorras, Chin-Wei Huang, Daniel Zügner, Marco Federici, Cecilia Clementi, Frank Noé, Rianne van den Berg, Robert Pinsler
  
  Journal of Chemical Theory and Computation | February 2023, Vol 19(18): pp. 6151-6159
  
  Publication Preprint
- Learning to Dequantise with Truncated Flows
  
  Shawn Tan, Chin-Wei Huang, Alessandro Sordoni, Aaron Courville
  
  ICLR 2022 | April 2022
  
  Publication

- Accurate Chemistry Collection: Coupled cluster atomization energies for broad chemical space
  
  Sebastian Ehlert, Jan Hermann, Thijs Vogels, Victor Garcia Satorras, Stephanie Lanius, Marwin Segler, Derk Kooi, Kenji Takeda, Chin-Wei Huang, Giulia Luise, Rianne van den Berg, Paola Gori-Giorgi, Amir Karton
  
  June 2025
  
  PDF Preprint Vidéo Télécharger
- Accurate and scalable exchange-correlation with deep learning
  
  Giulia Luise, Chin-Wei Huang, Thijs Vogels, Derk Kooi, Sebastian Ehlert, Stephanie Lanius, K.J.H. Giesbertz, Amir Karton, Deniz Gunceler, Megan Stanley, Wessel Bruinsma, Lin Huang, Xinran wei, Jose Garrido Torres, Abylay Katbashev, Rodrigo Chavez Zavaleta, Bálint Máté, Sékou-Oumar Kaba, Roberto Sordillo, Yingrong Chen, David B. Williams-Young, Christopher Bishop, Jan Hermann, Rianne van den Berg, Paola Gori-Giorgi
  
  June 2025
  
  PDF Preprint Vidéo Télécharger
- A generative model for inorganic materials design
  
  Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Zilong Wang, Aliaksandra Shysheya, Jonathan Crabbé, Shoko Ueda, Roberto Sordillo, Lixin Sun, Jake Smith, Bichlien Nguyen, Hannes Schulz, Sarah Lewis, Chin-Wei Huang, Ziheng Lu, Yichi Zhou, Han Yang, Hongxia Hao, Jielan Li, Chunlei Yang, Wenjie Li, Ryota Tomioka, Tian Xie
  
  Nature | January 2025
  
  Publication
- Two for one: Diffusion models and force fields for coarse-grained molecular dynamics
  
  Marloes Arts, Victor Garcia Satorras, Chin-Wei Huang, Daniel Zügner, Marco Federici, Cecilia Clementi, Frank Noé, Rianne van den Berg, Robert Pinsler
  
  Journal of Chemical Theory and Computation | February 2023, Vol 19(18): pp. 6151-6159
  
  Publication Preprint
- Learning to Dequantise with Truncated Flows
  
  Shawn Tan, Chin-Wei Huang, Alessandro Sordoni, Aaron Courville
  
  ICLR 2022 | April 2022
  
  Publication
- A generative model for inorganic materials design
  
  Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Zilong Wang, Aliaksandra Shysheya, Jonathan Crabbé, Shoko Ueda, Roberto Sordillo, Lixin Sun, Jake Smith, Bichlien Nguyen, Hannes Schulz, Sarah Lewis, Chin-Wei Huang, Ziheng Lu, Yichi Zhou, Han Yang, Hongxia Hao, Jielan Li, Chunlei Yang, Wenjie Li, Ryota Tomioka, Tian Xie
  
  Nature | January 2025
  
  Publication

- Accurate Chemistry Collection: Coupled cluster atomization energies for broad chemical space
  
  Sebastian Ehlert, Jan Hermann, Thijs Vogels, Victor Garcia Satorras, Stephanie Lanius, Marwin Segler, Derk Kooi, Kenji Takeda, Chin-Wei Huang, Giulia Luise, Rianne van den Berg, Paola Gori-Giorgi, Amir Karton
  
  June 2025
  
  PDF Preprint Vidéo Télécharger
- Accurate and scalable exchange-correlation with deep learning
  
  Giulia Luise, Chin-Wei Huang, Thijs Vogels, Derk Kooi, Sebastian Ehlert, Stephanie Lanius, K.J.H. Giesbertz, Amir Karton, Deniz Gunceler, Megan Stanley, Wessel Bruinsma, Lin Huang, Xinran wei, Jose Garrido Torres, Abylay Katbashev, Rodrigo Chavez Zavaleta, Bálint Máté, Sékou-Oumar Kaba, Roberto Sordillo, Yingrong Chen, David B. Williams-Young, Christopher Bishop, Jan Hermann, Rianne van den Berg, Paola Gori-Giorgi
  
  June 2025
  
  PDF Preprint Vidéo Télécharger
- A generative model for inorganic materials design
  
  Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Zilong Wang, Aliaksandra Shysheya, Jonathan Crabbé, Shoko Ueda, Roberto Sordillo, Lixin Sun, Jake Smith, Bichlien Nguyen, Hannes Schulz, Sarah Lewis, Chin-Wei Huang, Ziheng Lu, Yichi Zhou, Han Yang, Hongxia Hao, Jielan Li, Chunlei Yang, Wenjie Li, Ryota Tomioka, Tian Xie
  
  Nature | January 2025
  
  Publication
- Two for one: Diffusion models and force fields for coarse-grained molecular dynamics
  
  Marloes Arts, Victor Garcia Satorras, Chin-Wei Huang, Daniel Zügner, Marco Federici, Cecilia Clementi, Frank Noé, Rianne van den Berg, Robert Pinsler
  
  Journal of Chemical Theory and Computation | February 2023, Vol 19(18): pp. 6151-6159
  
  Publication Preprint
- Learning to Dequantise with Truncated Flows
  
  Shawn Tan, Chin-Wei Huang, Alessandro Sordoni, Aaron Courville
  
  ICLR 2022 | April 2022
  
  Publication