Build a Large Language Model (From Scratch) / by Raschka, Sebastian, author 656094

Get full text
Get full text

Technological transmission of knowledge in Neolithic northwestern China: mineralogical and chemical analyses of Yangshao and Majiayao painted ware by Spataro, M, Hein, A

“…The analyses were carried out to detect differences or similarities in the chaînes opératoires of ceramic production at the three sites, in particular, to examine the clay types selected to make the three main categories of wares for which Yangshao and Majiayao are known, namely painted fine wares, burnished fine wares, and unpainted coarse wares. …”

Prediction of stock price direction with machine learning models by Kant Kaw Khin

“…The ML models used in this paper are Random Forest (RF) Classification, XGBoost Classification, Long Short-Term Memory (LSTM) Classification and LSTM Regression model. …”
Get full text

WiFi and vision multimodal self-supervised learning for human activity recognition by Tang, Shijie

“…In this context, we propose a novel Multimodal Pretrain fine-tune (MPF) network architecture for device-free human activity recognition using commercial WiFi-enabled IoT devices and cameras. …”
Get full text

Utilization of oil contaminated sand for green asphalt concrete production by Ng, Ye Han

“…The objective of this research is to study the feasibility of Oil Contaminated Sand (OCS) usage as a replacement of certain percentage of fine aggregates in Hot Mix Asphalt (HMA) for road construction. …”
Get full text

Low-cost incubator for live-cell imaging by Goh, Rui Si

Get full text

Properties of copper slag concrete by Zhang, Weide

“…This report investigated the mechanical properties of high strength concrete incorporating copper slag as fine aggregates. The rising need for alternative fine aggregates substitution of sand is essential due to its high materials cost and the emphasis on sustainable concrete. …”
Get full text

Automated teller machines in Singapore by Soh, Yong Chee, Phua, Alice Loo Huay, Tan,Yang Leng

“…Activation of ATMs can also be enhanced by substituting the present A TM card and PIN system with either voice recognition, retina recognition or thumbprints. …”
Get full text

Structure and phase engineering of 2D transition metal chalcogenides by Tang, Bijun

“…As an indispensable member of the two-dimensional (2D) family as well as a perfect complement to graphene, 2D transition metal chalcogenides (TMCs) have long been the center of research attention, attributed to their large spectrum of fascinating properties along with the various crystal structures. …”
Get full text

Neural abstractive summarization: improvements at the sequence-level by Ravaut, Mathieu

“…With enough data, pre-trained Transformer-based sequence-to-sequence models can be fine-tuned and achieve strong performance on abstractive summarization benchmarks. …”
Get full text

Leveraging linguistic knowledge to enhance low-resource NLP applications by Zhu, Zixiao

“…Specifically, 1. In the promptless fine-tuning paradigm, we first focus on fine-tuning word embeddings for task-related words, thereby enriching the conceptual knowledge available to compositional neural networks during feature learning in emotion recognition. …”
Get full text

Influence of mesh sizes and orientations on expanded aluminium sheets on tensile performances by Nik Ismail, N A, Roslan, M N, Ismail, A E, El Bakri, H M

“…According to the results of the experiment, specimens with fine mesh have higher tensile stress, which is 44.90 MPa for fine mesh specimens with a 30° orientation, compared to medium and coarse mesh sizes, which have the lowest strength, which is 7.06 MPa for coarse mesh specimens with a 60° orientation. …”
Get full text

Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging by Hirt, Sebastian, Höhl, Andreas, Schaeffer, Joachim, Pohlodek, Johannes, Braatz, Richard D, Findeisen, Rolf

“…This approach establishes a hierarchical control framework where Bayesian optimization directly fine-tunes closed-loop behavior towards a global and long-term objective, while MPC handles lower-level, short-term control tasks. …”
Get full text

A model for cis-regulation of transcriptional condensates and gene expression by proximal lncRNAs by Natarajan, Pradeep, Shrinivas, Krishna, Chakraborty, Arup K

“…Long noncoding RNAs (lncRNAs) perform several important functions in cells including cis-regulation of transcription. …”
Get full text

Effect of heat treatment on microstructures and mechanical properties of Inconel 718 additively manufactured using gradient laser power by Xu, Luming, Chai, Ze, Peng, Bo, Zhou, Wei, Chen, Xiaoqi

“…The as-deposited GLP samples with fine discrete Laves phases and a low SR can achieve a relatively uniform element distribution and γ′′ and γ′ phase precipitation after standard solution treatment plus aging (STA), while CLP samples with coarse long-chain Laves phases and high SR require a high-temperature homogenization plus STA (HSTA) heat treatment to achieve the uniform element distribution. …”
Get full text

Rapid-response water-shrink films with high output work density based on polyethylene oxide and α-cyclodextrin for autonomous wound closure by Yi, Junqi, Ren, Xueyang, Li, Yanzhen, Yuan, Yuehui, Tang, Wenjie, Wang, Xiaoshi, Yu, Jing, Yu, Shujin, Li, Wenlong, Wang, Jianwu, Loh, Xian Jun, Hu, Benhui, Chen, Xiaodong

Get full text

Towards robust sensing and recognition : from statistical learning to transfer learning by Yang, Jianfei

“…The proposed method also allows user to fine-tune the system using few samples, and thus is user-friendly. …”
Get full text

Active mobility device parking characteristics at MRT stations by Ng, Yi Shien

“…This project is of interest for professionals focusing on policymaking and planning of AMD infrastructure. In the long term, the proposed framework can be implemented nationwide to increase the usage of AMDs, and be of relevance to other countries facing AMD parking issues. …”
Get full text

Synergizing strategies: integrating fundamental, technical and news analysis for stock evaluation in energy & commodity market by Fang, Qian

“…Study five key news categories to understand their short - and long-term impact on stock prices. These categories include cooperation news, investment and expansion in new areas, environmental events, war and conflict news, and the impact of OPEC+ supply decisions. …”
Get full text

Fireflies. by Cong, Chong.

“…Fireflies is a 3 minutes animated short film about an ambitious, under-achieving firelfy uncovers the secret to shining brighter than any other fly - at a price. …”
Get full text