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Rheology-Informed Neural Networks for complex fluids

INV-21050 Background Many complex and structured fluids exhibit a wide range of rheological responses to different flow characteristics. The ability to predict this complex rheological behavior is essential in better understanding and designing these complex fluids and their processing conditions. Despite the increasing trend in using artificial...

Published: 1/27/2025 | Updated: 3/21/2024 | Inventor(s): Mohammadamin Mahmoudabadbozchelou, Safa Jamali

Keywords(s): 3D Printer, Adaptive, Artificial intelligence, Biotech, Computational Modeling, Deep learning, Fabrication, Machine Learning, Manufacturing, Materials, Oil/petroleum, Process Engineering

Category(s): -Oil and Gas, Technology Classifications > 3. Computer Science, Technology Classifications > 2. Physical Science, Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Neural Networks

Fabrication of Flexible and Transparent Supercapacitors Using Thin Film Carbon Electrodes with Controlled Morphologies

derline; } Flexible and transparent supercapacitors with nanostructured electrode morphology, conformal electrolyte packaging and high power density Institute Reference: INV-1266 Background It is understood well that supercapacitors improve storage density through the use of a porous material that increases the specific area of the electrodes....

Published: 1/27/2025 | Updated: 3/21/2024 | Inventor(s): Yung Joon Jung, Pulickel Ajayan, Hyun Young Jung

Keywords(s): Chemistry, Electronics, Energy Technology, Fabrication, Nanotechnology

Category(s): -Chemistry, -Energy Technology, -Nanotechnology