Synergistic Interactions During Co-Hydrothermal Liquefaction of Food Waste and Biomass Model Compounds for Increased Sustainable Aviation Fuel Production [0.03%]
食品废物和生物质量模型化合物共水热液化过程中协同作用的增强可持续航空燃料生产研究
Skyler B Kauffman,Heather O LeClerc,Alex R Maag et al.
Skyler B Kauffman et al.
Hydrothermal liquefaction (HTL) of lignocellulosic biomass is plagued with low biocrude yields owing to the tendency of highly reactive oxygenated intermediates to condense to form biochars. By contrast, the high protein content in food was...
Flow Modeling, Reactor Engineering, and Process Intensification: From Insight to Performance [0.03%]
流动模型、反应器工程和过程强化：从见解到性能
Vivek V Ranade
Vivek V Ranade
Flow modeling, reactor engineering, and process intensification (PI) have played a major role in shaping modern chemical engineering practice. Early work in flow modeling focused on the use of computational models to visualize flow fields a...
Structural Modulation of TpPa‑1 Covalent Organic Framework in Flow Synthesis Guided by Green Chemistry Principles [0.03%]
基于绿色化学理念的流动合成中TpPa-1共价有机框架结构调节
Yizhuo Xu,Nikita Rog,Catherine Mollart et al.
Yizhuo Xu et al.
Here we present a solvent decision-making pathway for less hazardous and scalable synthesis of TpPa-1 covalent organic framework (COF) underpinned by environmental compatibility (CHEM21 framework), processability (Hansen solubility paramete...
PPO-GPR: A Custom Proximal Policy Optimization Tool for Active Reinforcement Learning [0.03%]
基于自适应强化学习的proximal policy优化工具
Etinosa Osaro,Yamil J Colón
Etinosa Osaro
Efficient data selection is critical in domains where data acquisition is expensive and time-consuming, such as material science. In this work, we introduce a novel active learning framework that integrates proximal policy optimization (PPO...
Mechanistic Insights for Plasma-Catalytic CO2 Reduction over TiO2 in a Dielectric Barrier Discharge Reactor [0.03%]
介质屏障放电反应器中TiO2催化CO2等离子体还原的机理研究
Diego Alexander Gonzalez-Casamachin,Yuyang Hu,Srinivas Rangarajan et al.
Diego Alexander Gonzalez-Casamachin et al.
Reaction kinetics experiments coupled with phenomenological kinetic modeling and parameter estimation are used to elicit insights into the mechanism and active sites for the plasma-catalytic dissociation of CO2 on TiO2. Experimental and mod...
Optical Coherence Tomography Velocimetry for In-Line Processing of Biologics: Concentrated and Gelling Monoclonal Antibody Solutions [0.03%]
用于生物制品连续生产过程中的光学 coherence 理论测速：浓缩及凝胶单克隆抗体溶液
Conor M Lewis,Owen Watts Moore,Charles T Heise et al.
Conor M Lewis et al.
Optical coherence tomography velocimetry (OCTV) was demonstrated with in-line processing of biologics for the first time. OCTV allowed the velocity of concentrated monoclonal antibodies (mAbs at 39.5-84.7 mg mL-1) to be probed in 3.4 pL vol...
Graphene Oxide Membranes for Sustainable Recycling: Poly(styrene) Fractionation by Organic Solvent Nanofiltration [0.03%]
用于可持续回收的石墨烯氧化物膜：有机溶剂纳滤法分离聚苯乙烯馏分
Natechanok Yutthasaksunthorn,Yuchen Chang,Van Son Nguyen et al.
Natechanok Yutthasaksunthorn et al.
Efficient separation and purification of polymeric mixtures is an important challenge in plastic recycling. Here we demonstrate a robust graphene oxide (GO) membrane platform capable of separating low- and high-molecular-weight poly-(styren...
Intrinsic Kinetics of Polyethylene Terephthalate Pyrolysis via Micropyrolysis and Multivariate Chromatographic Analysis [0.03%]
微解聚和多维色谱分析研究聚对苯二甲酸乙二醇酯热解的固有动力学规律
Barbara Alejandra Perez,Hilal Ezgi Toraman
Barbara Alejandra Perez
This study provides an in-depth investigation of the primary decomposition of polyethylene terephthalate (PET) via pyrolysis, employing an experimental-analytic workflow that integrates design of experiments (DoE), micropyrolysis coupled wi...
Anchoring CFD Models to Real-World Bubble Columns Using Wall Pressure Fluctuations [0.03%]
基于壁面压力波动的CFD模型标定及其在真实工业气液混合体系中的应用研究
Rupak Kumar,Vivek V Ranade
Rupak Kumar
Bubble column reactors (BCRs) are widely used in chemical and other allied industries. Computational fluid dynamics (CFD) models are often used to simulate and optimize BCRs. However, these models still require ad hoc adjustments of model p...
Predictive Chemical Kinetic Modeling: Where We Succeed, Where We Struggle, and What Comes Next [0.03%]
预测化学动力学建模的成功之处、面临的挑战以及未来方向
Alon Grinberg Dana,Kevin M Van Geem,Carlo Cavallotti et al.
Alon Grinberg Dana et al.
Chemical kinetic modeling plays a foundational role in fields ranging from energy to environmental science, pharmaceuticals, and advanced materials. The past two decades have seen remarkable progress, particularly in modeling gas-phase reac...