Complex Eigenvalues, Orthogonality, and QR Factorization: Analytical Proofs and Numerical Verification حسب Umar Tabbsum (22058780)

"…The work includes both analytical proofs and numerical verification to ensure reproducibility and clarity.…"

Comparison of performance between our next reaction implementation and the Python library from Ref. [3]. حسب Samuel Cure (22250922)

Pseudo live-stream of EEG data is generated, and a simple pick-and-place flowchart is designed for channel selection and filtering. حسب Gursimran Singh (575288)

Datasets To EVAL. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

Statistical significance test results. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

How RAG work. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

OpenBookQA experimental results. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

AI2_ARC experimental results. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

TQA experimental results. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

E-EVAL experimental results. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

TQA Accuracy Comparison Chart on different LLM. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

ScienceQA experimental results. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

Code interpreter with LLM. حسب Jin Lu (428513)

"…To address these issues, we propose a system that utilizes RAG to dynamically retrieve up-to-date, relevant information from external knowledge sources, thus mitigating the common “hallucination” problem in LLMs. …"

Interleg coordination in 103 adult <i>Hypsibius exemplaris</i> individuals. حسب Emma M. Anderson (19697573)

Experimental Set-up and analysis حسب Damien Genettais (21387230)

Smart contract and interface code for Nature Energy "A general form of smart contract for decentralised energy systems management" حسب Lee Thomas (19655773)

"…<br><br>In the case of the 'nosop' files, only one data column is required as this represents the case where there is no DC-link and thus not active for reactive power control.…"

Cognitive Fatigue حسب Rui Varandas (11900993)

"…In our analysis, the first baseline period, although not explicitly present in the dataset, was designated as representing no CF, whereas the final baseline period was designated as representing the presence of CF. …"

Daily histograms of wind speed (100m), wind direction (100m) and atmospheric stability derived from ERA5 حسب Marc Imberger (6226619)

"…The dataset is packaged as a zip folder per region which contains a range of monthly zip folders following the convention of zarr ZipStores (more details here: https://zarr.readthedocs.io/en/stable/api/storage.html). Thus, the monthly zip folders are intended to be used in connection with the xarray python package (no unzipping of the monthly files needed).…"

Global Aridity Index and Potential Evapotranspiration (ET0) Database: Version 3.1 حسب Robert Zomer (12796235)

"…</p><p dir="ltr">Aridity Index represent the ratio between precipitation and ET₀, thus rainfall over vegetation water demand (aggregated on annual basis). …"

Core-Based Smart Sampling Framework: A Theoretical and Experimental Study on Randomized Partitioning for SAT Problems حسب DURGHAM QARALLEH (21904172)

"…We provide theoretical guarantees on complexity reduction and probabilistic completeness, apply the method to SAT instances, and evaluate its performance using experimental Python implementations. The results show that smart sampling drastically reduces the effective complexity of SAT problems and offers new insights into the structure of NP-complete problems.…"