Machine Learning of Temperature‐Dependent Chemical Kinetics Using Parallel Droplet Microreactors
An integrated droplet microfluidics and machine learning framework enables high‐throughput characterization of temperature‐dependent reaction kinetics. Time‐resolved measurements from thousands of droplets train Neural ODE models that accurately predict nonlinear reaction dynamics across diverse thermal environments, bridging large‐scale ...
Mamoru Saita, Yutaka Hori
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Divergence in μ and δ opioid receptor pharmacology in neurons and antinociceptive efficacy in neuropathic pain: Insights from MP135 and CYM51010. [PDF]
Inquimbert P +13 more
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Schematic illustration of development of experimental datasets and algorithm models, screening and preparation of the scaffolds and their applications in vivo. ABSTRACT Bone defects require materials with osteogenic, neurogenic, and angiogenic activity, yet designing such materials within high‐dimensional compositional spaces remains challenging. Here,
Kunlu Lin +9 more
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Anxiety Symptom Ratings Before and During the Interruption of Antiretroviral Therapy as Part of HIV Cure-related Studies. [PDF]
Sauceda JA +6 more
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Case count metric for comparative analysis of entity resolution results. [PDF]
Talburt JR +6 more
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A Multiple Imputation Approach to Distinguish Curative From Life-Prolonging Effects in the Presence of Missing Covariates. [PDF]
Cipriani M +4 more
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[Corrigendum] Activated Wnt signaling induces myofibroblast differentiation of mesenchymal stem cells, contributing to pulmonary fibrosis. [PDF]
Sun Z +7 more
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Bioengineering Insights into Orientation and Structural Stability of Phenyl Methyl Thiazole Derivative with β-Cyclodextrin Through Computational Modeling. [PDF]
Kamaraj E +3 more
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Phase and absorbance retrieval in X-ray holographic microscopy under weak illumination using physics-driven neural networks. [PDF]
Kim J, Lim J, Jo S, Park S, Lee SJ.
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