Results 81 to 90 of about 120,272 (297)

Transfer Learning Approaches in Bioprocess Engineering: Opportunities and Challenges

Biotechnology and Bioengineering, EarlyView.
ABSTRACT Transfer learning (TL) has recently emerged as a promising approach to overcoming one of the key limitations of bioprocess engineering: data scarcity. By leveraging knowledge from one bioprocess to another, TL allows existing models and data sets to be reused efficiently, accelerating process development, improving prediction accuracy, and ...
Daniel Barón Díaz, Anna‐Lena Drommershausen, Alexander Grünberger, Dirk Holtmann   +3 more
wiley   +1 more source

Temperature field forecast in concrete dam with the use of ARIMA models and the finite element method [PDF]

, 2016
This article describes a forecasting method, with the application of statistical models Auto-Regressive Integrated Moving Average (ARIMA) and a heat conduction model to forecast the temperature field in a buttress block of Itaipu dam. Monthly temperature
Aracayo, Luis Antonio Sucapuca, Côrrea, Jairo Marlon, Faria, Alvaro, Garcia, Everton Luís, Hickman, Tásia, Rodrigues, Samuel Bellido, Teixeira Jr., Luiz Albino   +6 more
core  

Forecasting Player Behavioral Data and Simulating in-Game Events

, 2017
Understanding player behavior is fundamental in game data science. Video games evolve as players interact with the game, so being able to foresee player experience would help to ensure a successful game development. In particular, game developers need to
A Natekin, AJ Fox, C Bauckhage, Colin Chen, DH Ackley, G Ridgeway, G Schwarz, G Zhang, GE Box, GE Hinton, H Akaike, JG Cragg, JG Gooijer De, JH Friedman, KD Lawrence, L Deng, L Dwyer, M Gilliland, M Längkvist, MS El-Nasr, N Srivastava, NE Breslow, PH Eilers, PJ Brockwell, RJ Hyndman, S Asmussen, S Hochreiter, S Makridakis, SN Wood, SN Wood, SN Wood, T Hastie, T Zhang, TJ Hastie, Y Bengio   +34 more
core   +1 more source

Machine Learning Paradigm for Advanced Battery Electrolyte Development

Carbon Energy, EarlyView.
Electrolyte materials determine ion transport kinetics within the bulk and interphases, ultimately influencing the performance of battery systems. As data‐driven paradigms increasingly reshape materials discovery, this review provides an application‐oriented exploration of the intersection between machine learning and electrolyte science. By evaluating
Chang Su, Mengfan Pei, Keyu Chen, Xigao Jian, Fangyuan Hu   +4 more
wiley   +1 more source

Elevator dynamic monitoring and early warning system based on machine learning algorithm

IET Networks, EarlyView., 2022
In order to monitor and warn the elevator dynamics, in this work, the machine learning algorithm is introduced, and the particle swarm algorithm is used to perfect the model. The model is optimised, and the experimental comparison shows that the optimisation of the model parameters can further improve the accuracy of the elevator load prediction. Then,
Shuai Zhang, Qiangguo Yin, Jinlong Wang
wiley   +1 more source

FORECASTING FARMER EXCHANGE RATE IN CENTRAL JAVA PROVINCE USING VECTOR INTEGRATED MOVING AVERAGE

Media Statistika, 2020
Farmer Exchange Rate (FER) is an indicator that can be used to measure the level of farmers welfare. For every agriculture sector, FER is affected by the historical price of harvest from the corresponding sector and historical prices of other agriculture
Trimono Trimono, Abdulah Sonhaji, Utriweni Mukhaiyar   +2 more
doaj   +1 more source

Safety soft sensor development for pilot‐scale ilmenite electric arc furnace using long short‐term memory‐based architecture

The Canadian Journal of Chemical Engineering, EarlyView.
Abstract Ilmenite electric arc furnaces (EAFs) are used for smelting titanium‐iron oxide ore at high temperatures generated by electrical arcs to produce titanium slag and pig iron. As these units are pushed to their limits, ensuring safe and reliable operation becomes challenging.
Antony Gareau‐Lajoie, Djogap F. Chrysler J., Daniel Rodrigues, Marie‐Ève Gosselin, Moncef Chioua   +4 more
wiley   +1 more source

Prediction of Basic Commodity Prices at the Cooperative, SME, and Trade Office Using the Least Squares Method

Journal of Applied Informatics and Computing
The Cooperatives, Small and Medium Enterprises (SME), and Trade Office is responsible for managing national affairs related to maintaining the prices of basic commodities, including the implementation of technical instructions and regulations.
Desy Purwani, Samsudin Samsudin
doaj   +1 more source

Estimasi Stok Penerimaan Bahan Bakar Minyak Menggunakan Metode Fuzzy Tsukamoto

JRST: Jurnal Riset Sains dan Teknologi, 2019
Bahan bakar merupakan salah satu kebutuhan yang saat ini tidak bisa dilepaskan dari masyarakat. Bahan bakar cair terutama bensin atau premium, pertalite, pertamax, dan solar merupakan bahan bakar yang digunakan pada alat transportasi. Semakin banyak alat
Novianti Puspitasari, Andi Tejawati, Friendy Prakoso   +2 more
doaj   +1 more source

Evaluation of the effect of ND:YVO4 laser parameters on internal micro-channel fabrication in polycarbonate [PDF]

, 2011
This paper presents the development of Artificial Neural Network (ANN) models for the prediction of laser machined internal micro-channels’ dimensions and production costs.
Brabazon, Dermot, Karazi, Shadi
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