Speakers

Plenary/Invited speakers and talks in DCTMD2024:

(The list is consistently updated and please click the name for the speaker’s bio and the title of talk for the abstract if available.)

Plenary speakers:

* Roberto Car, Princeton University, USA

* Yanming Ma, Jilin University, China

* Berend Smit, Swiss Federal Institute of Technology in Lausanne (EPFL, Switzerland)

* Chris Wolverton, Northwestern University, USA

* Lucas Foppa, Fritz Haber Institute (FHI) of the Max Planck Society, Germany

* Xiaonan Wang, Tsinghua University, China

      -Talk: AI Foundation models and Active Learning for Materials Discovery and Process Design

Invited speakers:

* T. Daniel Crawford, Virginia Tech, USA

* Jun Jiang, University of Science and Technology of China, China

* Alexandre Tkatchenko, Luxembourg University, Luxembourg

      -Talk: Accurate and efficient biomolecular dynamics enabled by machine-learned force fields

* Yuanyuan Zhou, Technical University of Denmark (DTU), Denmark

* Linfeng Zhang, DP Technology, China

* Karmen Čondić-Jurkić, Open Molecular Software Foundation, New Zealand

      -Talk: Generating public datasets for chemistry

* Yong Xu, Tsinghua University, China

      -Talk: First-principles artificial intelligence

* Junfeng Qiao, Swiss Federal Institute of Technology in Lausanne (EPFL), Switzerland

* Runhai Ouyang, Shanghai University, China

      -Talk: Symbolic Regression in Materials Informatics: Applications and Challenges

* Taylor Sparks, The University of Utah, USA

      -Talk: What do we mean by new? Quantifying structural uniqueness in the era of generative crystal structure prediction

* Lauren Takahashi, Hokkaido University, Japan

      -Talk: Ontology and the role of semantics in the development of knowledge-based materials databases

* Timon Rabczuk, The Bauhaus-Universität Weimar, Germany

* Xiaoying Zhuang, Leibniz University Hannover, Germany

      -Talk: Machine learning based multiscale exploration and characterization of 2D materials

* Zhipan Liu, Fudan University, China

* Carla Verdi, The University of Queensland, Australia

      -Talk: Accurate materials modeling by machine learning and beyond DFT methods

* Sergey V. Levchenko, Skolkovo Institute of Science and Technology (Skotech), Russia

* Turab Lookman, AiMaterials Research LLC, USA

      -Talk: How Landau theory can guide data science to find materials with targeted response

* Annette Trunscke, Fritz Haber Institute (FHI) of the Max Planck Society, Germany

      -Talk: Creating Synergies between Experimental and Computational Approaches in Advanced Materials Design: Importance and Challenges of Clean Data

* Keisuke Takahashi, Hokkaidao University, Japan

* Rampi Ramprasad, Georgia Tech, USA

      -Talk: Polymer Informatics: Algorithmic Advances & Materials Design

* Lixue Cheng, Microsoft Research AI for Science Lab

* Jungho Shin, Korea Research Institute of Chemical Technology, South Korea

…More speakers will be added soon…