Influence of Zn2+ and Oxygen Supply on Malic Acid Production and Growth of Aspergillus oryzae
ABSTRACT Malic acid is a valuable platform chemical traditionally derived from fossil‐based resources. Microbial cultivation with Aspergillus oryzae offers a sustainable alternative based on renewable feedstocks. In this study, a well‐established minimal medium for malic acid production, commonly used in previous research to ensure reproducibility, was
Lukas Hartmann +3 more
wiley +1 more source
AI-powered BlindSpot VisionGuide system on raspberry Pi for enhancing independence of visually impaired users. [PDF]
Sudha M +3 more
europepmc +1 more source
ABSTRACT Protein aggregation poses a significant risk to biopharmaceutical product quality, as even minor amounts of oligomeric species can compromise efficacy and safety. Rapid and reliable detection of protein aggregates thus remains a major challenge in biopharmaceutical manufacturing.
Jakob Heyer‐Müller +4 more
wiley +1 more source
Evaluation of non-ophthalmologist-led and offline AI-assisted models for diabetic retinopathy screening in India: a pragmatic diagnostic accuracy study. [PDF]
Chauhan A +10 more
europepmc +1 more source
Transfer Learning Approaches in Bioprocess Engineering: Opportunities and Challenges
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 +3 more
wiley +1 more source
LG-H-PPO: offline hierarchical PPO for robot path planning on a latent graph. [PDF]
Han X.
europepmc +1 more source
Real‐Time Monitoring of In Vitro Transcription for Production of mRNA Using Raman Spectroscopy
Schematic depicting the workflow for model building and validation using Raman spectroscopy for real‐time monitoring of IVT. ABSTRACT The success of COVID‐19 mRNA vaccines showcased the transformative potential of this adaptable, plug‐and‐play, and rapid response platform.
Julia Puppin Chaves Fulber +4 more
wiley +1 more source
Center of Pressure Measurement Sensing System for Dynamic Biomechanical Signal Acquisition and Its Self-Calibration. [PDF]
Li N, Zhang J, Zhang K.
europepmc +1 more source
Raman Spectroscopy–Based Glucose Feed Control Automates Malic Acid Fermentation
Raman spectroscopy enables automated, closed‐loop glucose feeding for malic acid production with Ustilago trichophora. Online PLS regression of glucose and malic acid provides input for PID control to maintain 20 g/L glucose. The feed is dynamically adjusted and stopped in response to metabolic demand and product inhibition, demonstrating practical ...
Luca Antonia Grebe +8 more
wiley +1 more source
Research on missing value prediction of measured ERT data for coal mine based on a GRNN algorithm. [PDF]
Wang P, Yi X, Wang S.
europepmc +1 more source

