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1001
Impact of interspecific competition on African wild dogs (Lycaon pictus) in an ecosystem with artificial perennial water provision
Published 2024“…Thirdly, I evaluated if African wild dogs avoid large competing predators (leopards, lions and hyaenas) reactively or proactively in space and time at different spatial and temporal scales, using camera trap data to perform generalized linear mixed models, activity pattern overlap and time-to-event analyses (Chapter 4). …”
Thesis -
1002
Extracting kinetic information from short-time trajectories: relaxation and disorder of lossy cavity polaritons
Published 2024“…Moreover, we generalize TTM to disordered systems by sampling dynamical maps and achieve fast convergence to disordered-averaged dynamics using a small set of realizations. …”
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Article -
1003
Interfacial fracture behavior of double-ceramic-layer thermal barrier coating system with segmented structure
Published 2020“…However, the driving forces become insensitive to the top coat properties when the vertical crack density is sufficiently high. Moreover, a design map was constructed for guiding the selections of preferable properties for the segmented DCL-TBCs.…”
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Journal Article -
1004
Self-consistent learning of neural dynamical systems from noisy time series
Published 2022“…The embedding dimension is determined iteratively during the training by using the false-nearest-neighbors Algorithm and it is implemented as an attention map to the state vector. This allows for a state space reconstruction without a priori information on the signal. …”
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Journal Article -
1005
One-shot yield-cost relations in general quantum resource theories
Published 2022“…Moreover, we introduce a class of channels that generalize twirling maps encountered in many resource theories, and by directly connecting it with resource quantification, we compute analytically several smoothed resource measures and improve our one-shot yield--cost bound in relevant theories. …”
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Journal Article -
1006
Fault-tolerant computation meets network coding: optimal scheduling in parallel computing
Published 2023“…Inspired by network coding in distributed storage for disk failures, we propose coding matrices to strategically map partial computation to available computing units, so that the central unit can reliably reconstruct the results of any failed machine without recalculations to yield the final correct computation output. …”
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Journal Article -
1007
Using an ER-specific optogenetic mechanostimulator to understand the mechanosensitivity of the endoplasmic reticulum
Published 2024“…Our results provide direct evidence for ER mechanosensitivity and tight mechanoregulation of ER functions, placing ER as an important player on the intricate map of cellular mechanotransduction.…”
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Journal Article -
1008
Structural modelling of the DNAJB6 oligomeric chaperone shows a peptide-binding cleft lined with conserved S/T-residues at the dimer interface
Published 2018“…Elongated particles (160 × 120 Å) were detected by electron microscopy and single particle reconstruction resulted in a density map of 20 Å resolution into which the DNAJB6 dimers fit. …”
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Journal Article -
1009
Extensive promoter-centered chromatin interactions provide a topological basis for transcription regulation
Published 2013“…Using genome-wide Chromatin Interaction Analysis with Paired-End-Tag sequencing (ChIA-PET), we mapped long-range chromatin interactions associated with RNA polymerase II in human cells and uncovered widespread promoter-centered intragenic, extragenic, and intergenic interactions. …”
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Journal Article -
1010
The critique toward uṣūl al-fiqh literacy of 1890–2023: An offer for development
Published 2024“…The data obtained was mapped and analyzed, and its trends were recorded. …”
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Article -
1011
Human detection in search and rescue operations using embedded artificial intelligence
Published 2024“…The paper proposes using transfer learning to develop a human detection model with a mean average precision (mAP@0.5) above 90% and compares two deep learning models, MobileNet v2 and EfficientDet. …”
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Article -
1012
Machine learning from quantum chemistry to predict experimental solvent effects on reaction rates
Published 2024“…The presented model can provide nearly instantaneous predictions of kinetic solvent effects or relative rate constants for a broad range of neutral closed-shell or free radical reactions and solvents only based on atom-mapped reaction SMILES and solvent SMILES strings.…”
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Article -
1013
Soil moisture-based drought monitoring using remote sensing over Africa
Published 2024“…This data was applied at the continental, regional, and country level to reconstruct historical records of drought throughout the SMAP time record (time series) and localities of drought intensities for a given time period (drought maps). Additionally, a methodology of exponential time filtering is explored to convert surface soil moisture from SMAP into root-zone soil moisture, which can be more relevant for agricultural production. …”
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Thesis -
1014
Understanding tumor cell plasticity in spatial transcriptomics with graph attention networks and walk-based pseudotime analysis
Published 2024“…The utility of our approach is validated in model systems, specifically in the brain and colon, where it successfully identifies biologically relevant neighborhoods and maps differentiation pathways. When applied to pancreatic ductal adenocarcinoma (PDAC), distinct, conserved neighborhoods within the tissue, including diverse immune and cancer clusters. …”
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Thesis -
1015
Exploiting irregular parallelism to accelerate FPGA routing
Published 2024“…Of particular relevance is the routing phase, which takes a circuit’s technology-mapped netlist and routes its signals using the switches and wires present on a given FPGA architecture, often with a target of minimizing critical path delay. …”
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Thesis -
1016
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1017
Indoor localization using Wi-Fi
Published 2020“…An Android application is also developed to illustrate the usage of indoor localization. A map and the user’s estimated location will be shown in the application, and the user is able to get a navigation from their location to any point of interest inside the area of interest.…”
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Final Year Project (FYP) -
1018
Object counting for intelligent video surveillance
Published 2020“…Convolutional neural network works well for regression or classification tasks, and it also proves its value in generating density maps. It builds an end-to-end regression method. …”
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Thesis-Master by Coursework -
1019
Autonomous navigation system
Published 2023“…When using multiple robots, the agents besides steer clear of obstacles but also prevent collisions with one another, the effects of having unknowledgeable or only vaguely understood maps and states estimate drift increases dramatically [11]. …”
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Final Year Project (FYP) -
1020
Object detection in car cabin environment
Published 2023“…The results were satisfactory, with the EfficientDet-D3 achieving a COCO mAP score of 64.6 on the manually annotated Drive & Act dataset with a latency of 35.4ms.…”
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Final Year Project (FYP)