Self-assembling nanoparticles is a highly efficient and facile way to form functional nano-, micro- and macrostructures. However, currently available methods lack precision and controllability in size, shape and composition, suffer from poor reproducibility and scalability, and require complex steps and expensive mater...
Yeonhee Lee, Seung-Sang Cha, Yuna Kwak et al.· 0 citations
FluxLite is introduced, a lightweight, training-free proposal-control framework for discrete diffusion, identifying a tilted-path coverage factor that governs robustness to score error, together with finite-particle convergence for a fixed controlled Feynman-Kac recursion.
Yinuo Ren, Haoxuan Chen, Grant M. Rotskoff et al.· 1 citation
Directed evolution is a powerful and widely used technique for protein engineering, and reducing the cost of iterated experimental observations has become a major priority for practitioners. A number of recent efforts to use machine-learning-based predictors to improve sequence selection have led to remarkable improvem...
Sebastian Ibarraran, Shriram Chennakesavalu, Frank Hu et al.· Journal of Chemical Informat...· 0 citations
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