Research graph
References from Simulation of thermoelectric cooling performance for CPU thermal management using PINN with Temperature-Dependent properties. Local targets link to admitted publications; unresolved targets remain external evidence.
T, Ming, Performance optimization of the transient thermoelectric cooling for the temperature control of the chip working under dynamic power
2024 · External reference
Cooling performance analysis and sensitivity analysis of thermoelectric cooling for an 18650 battery pack thermal management
2025 · External reference
10.3390/app13127274
10.3390/app13127274 · External reference
Performance optimization of a dual-thermoelectric-liquid hybrid system for central processing unit cooling
2023 · External reference
10.1038/s43246-025-00837-9
10.1038/s43246-025-00837-9 · External reference
Performance analysis and optimization of the rough-contact Bi2Te3-based thermoelectric cooler via metallized layers
2022 · External reference
Thermal-electric and stress analysis of thermoelectric coolers under continuous pulse input current
2022 · External reference
Numerical investigation on thermal performance of thermoelectric-cooler integrated cold plate of thermal control liquid loop in spacecraft
2023 · External reference
10.1038/s41524-025-01769-1
10.1038/s41524-025-01769-1 · External reference
Robust predictive thermal management strategy for lithium-ion battery based on thermoelectric cooler
2023 · External reference
Thermoelectric water-cooling device applied to electronic equipment
10.1016/j.icheatmasstransfer.2009.08.012 · 2010 · External reference
Unresolved reference
External reference
10.1002/1521-396x(200211)194:1<277::aid-pssa277>3.0.co;2-5
10.1002/1521-396x(200211)194:1<277::aid-pssa277>3.0.co;2-5 · External reference
10.1021/nl100804a
10.1021/nl100804a · External reference
Unresolved reference
2017 · External reference
A comprehensive thermoelectric cooler (TEC) modelling
2020 · External reference
10.1016/j.mejo.2008.04.001
10.1016/j.mejo.2008.04.001 · External reference
Unresolved reference
External reference
Pytorch: an imperative style, high-performance deep learning library
1912 · External reference
Understanding Thermoelectric behavior of material using COMSOL
2017 · External reference
10.1038/s41592-020-0772-5
10.1038/s41592-020-0772-5 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
On the limited memory BFGS method for large scale optimization
10.1007/bf01589116 · 1989 · External reference
10.1002/1521-396x(200211)194:1<277::aid-pssa277>3.0.co;2-5
10.1002/1521-396x(200211)194:1<277::aid-pssa277>3.0.co;2-5 · ExternalCitation · doi-reference
On the limited memory BFGS method for large scale optimization
10.1007/bf01589116 · ExternalCitation · doi-reference
Thermoelectric water-cooling device applied to electronic equipment
10.1016/j.icheatmasstransfer.2009.08.012 · ExternalCitation · doi-reference
10.1016/j.mejo.2008.04.001
10.1016/j.mejo.2008.04.001 · ExternalCitation · doi-reference
10.1021/nl100804a
10.1021/nl100804a · ExternalCitation · doi-reference
10.1038/s41524-025-01769-1
10.1038/s41524-025-01769-1 · ExternalCitation · doi-reference
10.1038/s41592-020-0772-5
10.1038/s41592-020-0772-5 · ExternalCitation · doi-reference
10.1038/s43246-025-00837-9
10.1038/s43246-025-00837-9 · ExternalCitation · doi-reference
10.3390/app13127274
10.3390/app13127274 · ExternalCitation · doi-reference
