Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction

SciPy 1.0: fundamental algorithms for scientific computing in Python

(2020) Pauli Virtanen et al.   NATURE METHODS

Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data

(2019) Luning Sun et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A methodology for auto-calibrating urban building energy models using surrogate modeling techniques

(2018) Shreshth Nagpal et al.   Journal of Building Performance Simulation

Reduced order modeling of a data center model with multi-Parameters

(2017) Long Phan et al.   ENERGY AND BUILDINGS

Back propagation neural network with adaptive differential evolution algorithm for time series forecasting

(2015) Lin Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

GDCSim

(2014) Sandeep K. S. Gupta et al.   ACM Transactions on Modeling and Computer Simulation

Surrogate-Based Aerodynamic Shape Optimization by Variable-Resolution Models

(2012) Slawomir Koziel et al.   AIAA JOURNAL

Proper Orthogonal Decomposition for Reduced Order Thermal Modeling of Air Cooled Data Centers

(2010) Emad Samadiani et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME