Machine Learning and Deep Learning Strategies for Chinese Hamster Ovary Cell Bioprocess Optimization
The use of machine learning and deep learning has become prominent within various fields
of bioprocessing for countless modeling and prediction tasks. Previous reviews have …
of bioprocessing for countless modeling and prediction tasks. Previous reviews have …
Cell culture product quality attribute prediction using convolutional neural networks and Raman spectroscopy
H Khodabandehlou, M Rashedi, T Wang… - Biotechnology and …, 2024 - Wiley Online Library
Advanced process control in the biopharmaceutical industry often lacks real‐time
measurements due to resource constraints. Raman spectroscopy and Partial Least Squares …
measurements due to resource constraints. Raman spectroscopy and Partial Least Squares …
Integration of just‐in‐time learning with variational autoencoder for cell culture process monitoring based on Raman spectroscopy
M Rashedi, H Khodabandehlou, T Wang… - Biotechnology and …, 2024 - Wiley Online Library
Protein production in the biopharmaceutical industry necessitates the utilization of multiple
analytical techniques and control methodologies to ensure both safety and consistency. To …
analytical techniques and control methodologies to ensure both safety and consistency. To …
Reinforcement learning‐guided control strategies for CAR T‐cell activation and expansion
Reinforcement learning (RL), a subset of machine learning (ML), could optimize and control
biomanufacturing processes, such as improved production of therapeutic cells. Here, the …
biomanufacturing processes, such as improved production of therapeutic cells. Here, the …
基于PAT 技术的动物细胞培养在线检测研究进展
周光正， 王学重 - 化工进展, 2024 - hgjz.cip.com.cn
动物细胞培养是一项重要的生物工程技术, 在该过程中需要对一些重要的生物和生化指标进行
监测. 目前广泛采用的是取样离线分析手段, 存在时间滞后性和潜在的染菌风险 …
监测. 目前广泛采用的是取样离线分析手段, 存在时间滞后性和潜在的染菌风险 …
Revolutionizing Pharma: Unveiling the AI and LLM Trends in the Pharmaceutical Industry
Y Han, J Tao - arXiv preprint arXiv:2401.10273, 2024 - arxiv.org
This document offers a critical overview of the emerging trends and significant
advancements in artificial intelligence (AI) within the pharmaceutical industry. Detailing its …
advancements in artificial intelligence (AI) within the pharmaceutical industry. Detailing its …
Progress on on-line monitoring for animal cell culture based on PAT technology
G ZHOU, X WANG - Chemical Industry and Engineering Progress, 2024 - hgjz.cip.com.cn
As an important technique in biotechnology and bioengineering, animal cell culture often
requires frequent analysis and monitoring of some key biomass and biochemical properties …
requires frequent analysis and monitoring of some key biomass and biochemical properties …
Neural Network Fuzzy Predictive Control for Penicillin Production from Biomass
B Cosenza, M Miccio, G Pannocchia… - Chemical Engineering …, 2024 - cetjournal.it
Abstract b Dipartimento di Ingegneria Industriale (DIIn), Università degli Studi di Salerno, via
Giovanni Paolo II 132, 84084 Fisciano (SA), Italy, michele. miccio@ unisa. itThis work …
Giovanni Paolo II 132, 84084 Fisciano (SA), Italy, michele. miccio@ unisa. itThis work …
Sistema de control basado en machine learning para cultivo celular en modo fed-batch considerando datos de un modelo cinético para el metabolismo central de …
TAM Pérez Ushijima - 2024 - repositorio.uchile.cl
En los últimos años la industria a nivel global ha presentado innovación en términos de la
implementación de tecnologías basadas en la Industria 4.0., incluyendo la inteligencia …
implementación de tecnologías basadas en la Industria 4.0., incluyendo la inteligencia …
JAYA Optimization Inherited Self-Organizing Fuzzy Sliding-Mode Controller for Wastewater Treatment
V Kumara, E Ganesan - 2024 - researchsquare.com
Background: Due to the rising demand for water, wastewater treatment processes (WWTPs)
gain huge attention. However, operating WWTPs is complex due to the physical, chemical …
gain huge attention. However, operating WWTPs is complex due to the physical, chemical …