Schematic diagram of chiller units [25]. by Yang Guo (399435)

“…In this paper, a fault diagnosis model of Chiller is designed by combining least squares support vector machine (LSSVM) optimized by hybrid improved northern goshawk optimization algorithm (HINGO) and improved IAdaBoost ensemble learning algorithm. …”

Confusion matrix diagram. by Yang Guo (399435)

“…In this paper, a fault diagnosis model of Chiller is designed by combining least squares support vector machine (LSSVM) optimized by hybrid improved northern goshawk optimization algorithm (HINGO) and improved IAdaBoost ensemble learning algorithm. …”

Model comparison analysis results. by Yang Guo (399435)

“…In this paper, a fault diagnosis model of Chiller is designed by combining least squares support vector machine (LSSVM) optimized by hybrid improved northern goshawk optimization algorithm (HINGO) and improved IAdaBoost ensemble learning algorithm. …”

<i>AR</i> of the five fault diagnosis model. by Yang Guo (399435)

“…In this paper, a fault diagnosis model of Chiller is designed by combining least squares support vector machine (LSSVM) optimized by hybrid improved northern goshawk optimization algorithm (HINGO) and improved IAdaBoost ensemble learning algorithm. …”

<i>AR</i> of the seven benchmark fault diagnosis model. by Yang Guo (399435)

“…In this paper, a fault diagnosis model of Chiller is designed by combining least squares support vector machine (LSSVM) optimized by hybrid improved northern goshawk optimization algorithm (HINGO) and improved IAdaBoost ensemble learning algorithm. …”

Additional data for the polyanion sodium cathode materials dataset by Martin Hoffmann Petersen (13626778)

“…</p><p dir="ltr">All NEB calculations are performed using the ASE version 3.23.0 NEB wrapper with the FIRE optimization algorithm. Five intermediate images were used in the NEB optimization, converging to a maximum atom-wise force of 0.03ev/Å. …”

Supporting data for “<b>Development and Clinical Validation of Novel Biomarkers for Early Diagnosis of Advanced Liver Fibrosis</b>” by Pei Wan (9769043)

“…The primary objective is to generate high-affinity monoclonal antibody pairs with optimal specificity for the establishment of a robust and reproducible immunoassay platform targeting human thrombospondin-2 (TSP2/THBS2) and CDCP1 (CUB domain-containing protein 1). …”

Polyanion sodium cathode materials dataset by Martin Hoffmann Petersen (13626778)

“…<p dir="ltr">We have created a polyanion sodium cathode materials dataset that includes optimizations of structures to the lowest energy, ab initio molecular dynamics simulations trajectories sampled at 1000K, and structures generated from ML-driven molecular dynamics simulation at 1000K using active learning algorithms. …”

Harmonic artificial potential field path planning for tracked robots in unstructured environments by Angelo Ugenti (22328960)

“…For example, when compared to an existing planner from the literature, the proposed HAPF-based planner generates a path that optimizes the expected cost based on distance to obstacles, path length, average slope, and sinkage, with an 85% reduction in overall path cost.…”

NanoDB: Research Activity Data Management System by Lorenci Gjurgjaj (19702207)

“…<p dir="ltr">NanoDB is a Python-based application developed to optimize the management of experimental data in research settings. …”

(HSCRC) encoding scheme. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

Data showing change in area. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

Flowchart for GR codes. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

LPCRC-Scheme- 2 encoding. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

(EBRGC)-Scheme- 3 encoding. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

(HSCRC) Scheme-1 encoding. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

Clustering control:Using data from Experiment 4 exclusively replicates similar clusters. by Claire Lugrin (21156528)

“…<p>Supplement to <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1013032#pcbi.1013032.g003" target="_blank">Fig 3</a>. The clustering algorithm training and optimization of the number of clusters was repeated using Experiment 4 only. …”

Comparative graph depicting power consumption. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

Design methodology followed for the hardware. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

Block diagram for 10-bit input. by R. Sakthivel (2589547)

“…This work aims to increase compression ratio by further encoding the unary part of the Golomb Rice (GR) code so as to decrease the amount of bits used, it mainly focuses on optimizing the hardware for encoding side. The algorithm was developed and coded in Verilog and simulated using Modelsim. …”