[HTML][HTML] Deep convolutional surrogates and freedom in thermal design

H Keramati, F Hamdullahpur - Energy and AI, 2023 - Elsevier
A deep learning approach is presented for heat transfer and pressure drop prediction of
complex fin geometries generated using composite Bézier curves. Thermal design process …

Apparatus and methods for determining and solving design problems using machine learning

LEE Youngjin, J Lee - US Patent 12,093,615, 2024 - Google Patents
An apparatus and method for determining and solving design problems is illustrated herein.
Apparatus includes a processor and a database of components by manufacturer. The …

Techniques for automatically generating designs having characteristic topologies for urban design projects

D Benjamin, J Stoddart, L Villaggi, D Nagy - US Patent 12,008,293, 2024 - Google Patents
An urban design pipeline automatically generates design options for an urban design
project. The urban design pipeline includes a geometry engine and an evaluation engine …

Techniques of robust inverse design that account for manufacturing variabilities due to operating conditions

J Lu, B Adolf, M Schubert - US Patent 11,476,964, 2022 - Google Patents
Embodiments of techniques for inverse design of physical devices are described herein, in
the context of generating designs for photonic integrated circuits (including a multi-channel …

Generative design pipeline for urban and neighborhood planning

D Benjamin, J Stoddart, L Villaggi, D Nagy - US Patent 12,147,737, 2024 - Google Patents
An urban design pipeline automatically generates design options for an urban design
project. The urban design pipeline includes a geometry engine and an evaluation engine …

Simulation by substitution of a model by physical laws with an automatic learning model

G Goret, L Nicoletti, S Pralet… - US Patent App. 17 …, 2021 - Google Patents
(2013.01)(57) ABSTRACT A method for simulating the behavior of a system (20) composed
by a subsystem (10) in a physical environment (21), by a set of modules, each simulating a …

Techniques for automatically generating designs having characteristic topologies for urban design projects

D Benjamin, J Stoddart, L Villaggi, D Nagy - US Patent 11,922,099, 2024 - Google Patents
An urban design pipeline automatically generates design options for an urban design
project. The urban design pipeline includes a geometry engine and an evaluation engine …

Techniques of robust inverse design that account for manufacturing variabilities due to operating conditions

J Lu, B Adolf, M Schubert - US Patent 11,196,503, 2021 - Google Patents
Embodiments of techniques for inverse design of physical devices are described herein, in
the context of generating signs for photonic integrated circuits (including a multi channel …

Techniques for automatically analyzing competing design objectives when generating designs for urban design projects

D Benjamin, J Stoddart, L Villaggi, D Nagy - US Patent 12,008,292, 2024 - Google Patents
An urban design pipeline is configured to automatically generate design options that meet
competing design objectives. A geometry engine within the urban design pipeline generates …