Author

Jia-Ping Lin

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Oct 2026

Hierarchical MCTS-Guided Bayesian Optimization for Co-designing Formulation and Processing of Thermosetting Polymers with Balanced Performance.

Optimizing the properties of thermosetting polymers presents an inherent challenge due to the high-dimensional formulation-processing parameter space and the trade-offs between thermomechanical properties. In this contribution, we propose a hierarchical Monte Carlo tree search (MCTS)-guided Bayesian optimization (BO) f...

Tian-Hao Xu, Xue-Meng Fu, Li-Quan Wang et al. · ACS Applied Materials and In... · 0 citations

Oct 2026

Identifying a Figure of Merit for Solvent Optimization in Non-Fullerene Organic Solar Cells via High-Throughput Experiments.

Solvent optimization in organic solar cells (OSCs) remains largely empirical, requiring repeated device fabrication and characterization across a broad formulation space. Here, we introduce a high-throughput workflow to decipher a figure of merit (FoM) for solvent optimization of non-fullerene acceptor (NFA)-based OSCs...

Kang An, Xin Zhang, Xin-Yu Jiang et al. · Advances in Materials · 0 citations