{"total":17,"rows":[{"id":"2202.07141","title":"Machine Learning in Aerodynamic Shape Optimization","created":"2022-02-15","cited_by_count":39,"area":null},{"id":"2108.00128","title":"Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control","created":"2021-07-31","cited_by_count":23,"area":null},{"id":"2202.11170","title":"Multi-fidelity reinforcement learning framework for shape optimization","created":"2022-02-22","cited_by_count":9,"area":null},{"id":"2203.13375","title":"Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology","created":"2022-03-24","cited_by_count":9,"area":null},{"id":"2307.01995","title":"Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing","created":"2023-07-05","cited_by_count":7,"area":null},{"id":"2110.05945","title":"Multi-condition multi-objective optimization using deep reinforcement learning","created":"2021-10-10","cited_by_count":6,"area":null},{"id":"2304.12420","title":"Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls","created":"2023-04-24","cited_by_count":4,"area":null},{"id":"2202.03798","title":"Deep learning fluid flow reconstruction around arbitrary two-dimensional objects from sparse sensors using conformal mappings","created":"2022-02-08","cited_by_count":3,"area":null},{"id":"2212.12207","title":"Investigation of reinforcement learning for shape optimization of profile extrusion dies","created":"2022-12-23","cited_by_count":2,"area":null},{"id":"2209.05280","title":"Non-iterative generation of an optimal mesh for a blade passage using deep reinforcement learning","created":"2022-09-08","cited_by_count":1,"area":null},{"id":"2307.12083","title":"Active Control of Flow over Rotating Cylinder by Multiple Jets using Deep Reinforcement Learning","created":"2023-07-22","cited_by_count":1,"area":null},{"id":"2309.13985","title":"Physics-Driven ML-Based Modelling for Correcting Inverse Estimation","created":"2023-09-25","cited_by_count":1,"area":null},{"id":"2110.14677","title":"Stabilising viscous extensional flows using Reinforcement Learning","created":"2021-10-27","cited_by_count":0,"area":null},{"id":"2407.02519","title":"Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool","created":"2024-06-24","cited_by_count":0,"area":null},{"id":"2512.17129","title":"DiffeoMorph: Learning to Morph 3D Shapes Using Differentiable Agent-Based Simulations","created":"2025-12-18","cited_by_count":0,"area":null},{"id":"2601.13445","title":"BladeSDF : Unconditional and Conditional Generative Modeling of Representative Blade Geometries Using Signed Distance Functions","created":"2026-01-19","cited_by_count":0,"area":null},{"id":"2608.03600","title":"Large language models for partial differential equation workflows","created":"2026-08-04","cited_by_count":0,"area":null}],"next_cursor":null}