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公开(公告)号:US20210095141A1
公开(公告)日:2021-04-01
申请号:US17061548
申请日:2020-10-01
发明人: Michael J. Foshey , Timothy P. Erps , Mina Konakovic Lukovic , Wojciech Matusik , Wan Shou , Klaus Stoll , Bernhard Ulrich von Vacano , Hanns-Hagen Goetzke
IPC分类号: C09D11/101 , B29C64/112 , B29C64/124 , G06K9/62
摘要: Systems and methods for optimizing the formulation of materials are provided. The systems and methods employ a data-driven, iterative approach to derivate optimal material formulations. One portion of the system includes a sample automation system that outputs the material samples to be tested, and a second portion of the system includes an optimization engine that analyzes data extracted from the material samples and generates additional formulations for materials to be printed and tested. This process continues so that optimal material formulations can be determined based on desired mechanical properties of the material to be optimized. The optimization engine can further be capable of predicting results of formulation that have not yet been tested and using those predictions to further drive the next suggested materials to be tested.
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公开(公告)号:US20230364863A1
公开(公告)日:2023-11-16
申请号:US18225246
申请日:2023-07-24
发明人: Michael J. Foshey , Timothy P. Erps , Mina Konakovic Lukovic , Wojciech Matusik , Wan Shou , Klaus Stoll , Bernhard Ulrich von Vacano , Hanns Hagen Goetzke
IPC分类号: B29C64/393 , C09D11/101 , B29C64/124 , B29C64/112 , B33Y70/00 , G06F18/2415
CPC分类号: B29C64/393 , C09D11/101 , B29C64/124 , B29C64/112 , B33Y70/00 , G06F18/24155
摘要: Systems and methods for optimizing the formulation of materials are provided. The systems and methods employ a data-driven, iterative approach to derivate optimal material formulations. One portion of the system includes a sample automation system that outputs the material samples to be tested, and a second portion of the system includes an optimization engine that analyzes data extracted from the material samples and generates additional formulations for materials to be printed and tested. This process continues so that optimal material formulations can be determined based on desired mechanical properties of the material to be optimized. The optimization engine can further be capable of predicting results of formulation that have not yet been tested and using those predictions to further drive the next suggested materials to be tested.
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公开(公告)号:US11752700B2
公开(公告)日:2023-09-12
申请号:US17061548
申请日:2020-10-01
发明人: Michael J. Foshey , Timothy P. Erps , Mina Konakovic Lukovic , Wojciech Matusik , Wan Shou , Klaus Stoll , Bernhard Ulrich von Vacano , Hanns Hagen Goetzke
IPC分类号: B29C64/393 , C09D11/101 , B29C64/124 , B29C64/112 , B33Y70/00 , G06F18/2415
CPC分类号: B29C64/393 , B29C64/112 , B29C64/124 , B33Y70/00 , C09D11/101 , G06F18/24155
摘要: Systems and methods for optimizing the formulation of materials are provided. The systems and methods employ a data-driven, iterative approach to derivate optimal material formulations. One portion of the system includes a sample automation system that outputs the material samples to be tested, and a second portion of the system includes an optimization engine that analyzes data extracted from the material samples and generates additional formulations for materials to be printed and tested. This process continues so that optimal material formulations can be determined based on desired mechanical properties of the material to be optimized. The optimization engine can further be capable of predicting results of formulation that have not yet been tested and using those predictions to further drive the next suggested materials to be tested.
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公开(公告)号:US20210315485A1
公开(公告)日:2021-10-14
申请号:US17226564
申请日:2021-04-09
发明人: Wojciech Matusik , Antonio Torralba , Michael J. Foshey , Wan Shou , Yiyue Luo , Pratyusha Sharma , Yunzhu Li
摘要: Systems and methods are provided for estimating 3D poses of a subject based on tactile interactions with the ground. Test subject interactions with the ground are recorded using a sensor system along with reference information (e.g., synchronized video information) for use in correlating tactile information with specific 3D poses, e.g., by training a neural network based on the reference information. Then, tactile information received in response to a given subject interacting with the ground can be used to estimate the 3D pose of the given subject directly, i.e., without reference to corresponding reference information. Certain exemplary embodiments use a sensor system in the form of a pressure sensing carpet or mat, although other types of sensor systems using pressure or other sensors can be used in various alternative embodiments.
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公开(公告)号:US20220374569A1
公开(公告)日:2022-11-24
申请号:US17749361
申请日:2022-05-20
发明人: Wan Shou , Beichen Li , Wojciech Matusik
IPC分类号: G06F30/23
摘要: An approach to designing a structural combination of multiple materials includes determining, using a physical simulator, simulated measurement data for a first plurality of simulation designs. Each simulation design characterizes a structural combination of a plurality of materials. The simulated measurement data for each simulation design provides a simulation of physical qualities of the design. A subset of the simulation designs is selected based on the simulated measurement data for said simulation designs to yield a set of fabrications designs. This set of fabrication designs is provided for fabrication of a set respective physical samples. A set of physical measurements is received for the set of physical samples. Each physical measurement for a physical sample providing measurements a plurality of physical qualities of the sample. The physical simulator is reconfigured using a set of fabrication designs in association with respective physical measurements of physical samples fabricated according to the fabrication designs.
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