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AI is a viable alternative to high throughput screening: a 318-target study
Published 2024“…Through the largest and most diverse virtual HTS campaign reported to date, comprising 318 individual projects, we demonstrate that our AtomNet® convolutional neural network successfully finds novel hits across every major therapeutic area and protein class. …”
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Journal Article -
383
Learning stock market dynamics using the kinetic ising model
Published 2017“…In this approach, the states in the time series data are represented by configurations of N spins, and the time evolution of these states in the time series data by an update rule that depends on the spin configuration {σ_i (t)}_(i=1,…,N), and the connection weights {W_ij }_(i,j=1,…N) between the spins. …”
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Final Year Project (FYP) -
384
A comparative analysis of missing data imputation techniques on sedimentation data
Published 2024“…A comparative analysis on the missing fine sediment data imputation performance was made based on four different techniques, namely the k-Nearest Neighbourhood (k-NN), Support Vector Regression (SVR), Multiple Regression (MR), and Artificial Neural Network (ANN), under the single imputation (SI) and multiple imputation (MI) regimes. …”
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Article -
385
Experimental Characterization of Iron-Sulfur Cluster Excited States and their Relevance to Electron Transfer Reactions
Published 2024“…We find that the energy scale associated with both of these phenomena is commensurate with that of the thermal energy at ambient temperature, and that these alternate valence arrangements and spin configurations are thus relevant to understanding the room temperature reactivity of biological Fe−S systems. …”
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Thesis -
386
Compositional dependence of spintronic properties in Pt/GdCo films
Published 2024“…We find a 5× increase in effective spin Hall angle with increasing Gd concentration, suggesting an improvement in spin transfer efficiency in rare earth materials. …”
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Article -
387
Design of RF front-end circuit blocks for low-power applications
Published 2008“…By incorporating a power amplifier on-chip several considerations need to be addressed, a power amplifier have high gain resulting in a huge signal swings. These signals tend to find their way to other frequency sensitive circuits such as oscillators, through certain feedback paths or substrate coupling. …”
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Thesis -
388
Narrowband Searches for Continuous and Long-duration Transient Gravitational Waves from Known Pulsars in the LIGO-Virgo Third Observing Run
Published 2024“…Isolated neutron stars that are asymmetric with respect to their spin axis are possible sources of detectable continuous gravitational waves. …”
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Article -
389
Quantum Monte Carlo study of the phase diagram of the two-dimensional uniform electron liquid
Published 2024“…We present a study of spin-unpolarized and spin-polarized two-dimensional uniform electron liquids using variational and diffusion quantum Monte Carlo (VMC and DMC) methods with SlaterJastrow-backflow trial wave functions. …”
Journal article -
390
Design and investigation of air-cooled heat sinks using 3D printing technology
Published 2016“…This study presents the heat transfer performance of five pin fin heat sinks that have been fabricated using Selective Laser Melting. …”
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Final Year Project (FYP) -
391
Home
Published 2014“…This project is a self-exploitary journey to find out where is home for me and people like me. …”
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Final Year Project (FYP) -
392
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393
Artificial neural network-salp-swarm algorithm for stock price prediction
Published 2024“…The study’s findings indicate that the SSA-ANN model performs better in predicting the dataset based on the evaluation criteria used.…”
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Article -
394
Spectroscopic study of emergent electronic phases in transition metal based compounds
Published 2024“…Our findings represent the first observation of a p-wave antiferromagnet, and open a new frontier of voltage-based switching of non-relativistic spin splitting in vdW antiferromagnets.…”
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Thesis -
395
Real time analysis of social behavior from video and kinect recordings
Published 2016“…Finally,analysis will be performed using pattern recognition algorithms and machine learning classifiers to detect the emotion of the subject.In this project,machine learning classifiers such as K-nearest neighbors,Naive Bayes and C4.5 Decision tree learning has been used. The prime aim is to pin point the most seemly machine learning classifier for obtaining highest accuracy for classification.…”
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Thesis -
396
Low-cost machine learning prediction of excited state properties of iridium-centered phosphors
Published 2024“…Using artificial neural network (ANN) models, we predict the mean emission energy of phosphorescence, the excited state lifetime, and the emission spectral integral for iridium complexes with accuracy competitive with or superseding that of TDDFT. …”
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Article -
397
Dynamics of housing markets
Published 2018“…While reviewing previous works on housing bubbles, we find that housing bubbles are often poorly defined. …”
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Thesis -
398
Modeling the evolution of a primitive supply chain.
Published 2012“…By allowing the system to evolve in a way postulated by the Reformulated 2nd Law of Thermodynamics (Schneider and Kay, 1994), we inspected the end state energy of the primitive supply chain for different types of evolution. We find that contrary to mature supply chains, primitive supply chains is less affected by information sharing due to a high level of symmetric information shared. …”
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Final Year Project (FYP) -
399
Prediction of rainfall-runoff processes through black-box techniques
Published 2015“…Levenberg-Marquardt Backpropagation (LMBP) was used as training algorithm in ANN model. In order to generate an optimum prediction, different numbers and combinations of data were used as inputs to maximize the efficiency of ANN model. …”
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Final Year Project (FYP) -
400
Person-centred care for dementia patients (front-end Android app)
Published 2021“…Patients with this brain disease tend to exhibit symptoms of memory loss, impaired judgement, and frequent mood swings. With the ageing population in Singapore growing, the demand for more caregivers, residential care facilities and higher quality of person-centred care has been rising exponentially. …”
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Final Year Project (FYP)