Jan-Hendrik Bastek

Research Engineer @ Isomorphic | ETH Zurich | drug design, computational mechanics, generative models, AI4Science

[Dennis Kochmann @DennisKochmann]

If you're interested in AI for materials science (and beyond), come and join this virtual workshop next week (among the long list of great speakers, I will be presenting on our efforts to design architected materials with target mechanical properties on Tuesday).

[Jan-Hendrik Bastek @JanHBastek]

Check out our new preprint on informing generative diffusion models on sample constraints!

We present a theoretically motivated but easily implementable method to beat SOTA for PDE adherence by almost two orders of magnitude.

https://t.co/4p273MBsQN

[Jan-Hendrik Bastek @JanHBastek]

🔬 New in #InverseDesign: Together with @DennisKochmann we leverage video #diffusion to design materials beyond linear properties! This is paving the way for innovations in #softrobotics and medical devices.🚀 Now out in @NatMachIntell.
https://t.co/verTJdsgOQ

[Dennis Kochmann @DennisKochmann]

Diffusion models are for making fake photos and videos only? How about using video diffusion to not only perdict a cellular structure with a given nonlinear mech. response but also to generate the video showing its stress distribution during a load cycle?
https://t.co/jzlCcncdE8

[Dennis Kochmann @DennisKochmann]

We have two PhD openings in the Mechanics and Materials Lab at ETH Zurich. Through theory, simulations, and experiments, we will study knotted/woven and straw-based architected materials with new opportunities for controlling nonlinear material behavior:
https://t.co/wX9eiDXOTC

[Jan-Hendrik Bastek @JanHBastek]

@sidkumar_mech 😬

[Prateek Gupta @gupta_cpfam]

Graph Neural Networks (GNNs) enable faster and more accurate phase space integration compared to classical multivariate quadrature for finite temperature atomistic simulations.
https://t.co/uWTLtNxprt

[Sid Kumar @sidkumar_mech]

We have a new PhD vacancy on modeling metallic microstructures with machine learning!

More info/apply here: https://t.co/TetcWR6HHe

Retweets appreciated. :)

@MSETUDELFT @tudelft3mE

[Karen X. Cheng @karenxcheng]

If you wanna try DALL·E 2 - I'll be demo'ing it live this Wednesday (12pm pacific on my instagram) Will take audience requests! #dalle #dalle2 @OpenAI

[Dennis Kochmann @DennisKochmann]

Ever wondered how to find a periodic truss with target 3D anisotropic stiffness and density? Try this ML-based inverse design approach: https://t.co/oWdZW8cMR4
Great collaboration with @sidkumar_mech.
#SolidMechanics
#MachineLearning

[Jan-Hendrik Bastek @JanHBastek]

@DennisKochmann Thanks, Dennis! :-)