Skip to content
DraconiticResearch
Search Sources API
203,234 studies31 sourcesUpdated 4 min ago
PreprintLicence not statedChemRxiv

Yield Prediction and Condition Recommendation on High-Throughput Experimentation Datasets: Encoding Effects and Noise Ceilings

  • Lingfeng Wan1
  1. 1Independent Researcher
Open at sourceDOICite

Related

  1. High-Throughput Experimentation Enables the C6-Functionalisation of 1H-Indazol-3-Amines as Antitubercular Agents
    Philipp Janssen, Fabrice Becker, Vesa Krasniqi +3
    ChemRxivPreprintCC BYFull textOrganic chemistryChemRxiv
  2. Combinatorial Steiner Methodology for Efficiently Exploring Chemical Space in CO ₂ Hydrogenation to Fischer-Tropsch Reactivity via High-throughput Experimentation
    Nestor Iwanojko, Erwin Lam, Christophe Copéret
    ChemRxivPreprintCC BYFull textCatalysisChemRxiv
  3. Multimodal LLM-Assisted Diagnosis of Cryptic Failure Modes in High-Throughput Experimentation: A Case Study in Gold Nanorod Synthesis
    Riya Patel, Gabriela Briceno, Amirali Aghazadeh +1
    ChemRxivPreprintCC BY-NC-NDFull textMaterials & polymersChemRxiv
  4. Prediction of MOF Adsorption Isotherms and High-Throughput Screening Using a Physics-Informed Membranes Graph Neural Network
    Li Linfeng, Xingshuo Fan, Ning Zhang
    ChemRxivPreprintCC BYFull textMaterials & polymersChemRxiv
  5. Machine Learning-Guided Strategy Selection and Condition Prediction for Photoredox Catalysis.
    Xiaoyu Ye, Jiaxin Xu, Xiaohui Tian +9
    JACS AuPeer-reviewedCC BY-NC-NDFull textOrganic chemistryEurope PMCPMC

Cite

BibTeXRIS
BibTeX
@misc{wan2026yield,
  title = {{Yield Prediction and Condition Recommendation on High-Throughput Experimentation Datasets: Encoding Effects and Noise Ceilings}},
  author = {Lingfeng Wan},
  howpublished = {ChemRxiv},
  year = {2026},
  month = nov,
  doi = {10.26434/chemrxiv.15011475/v1},
  url = {https://chemrxiv.org/doi/full/10.26434/chemrxiv.15011475/v1},
}
RIS
TY  - UNPB
TI  - Yield Prediction and Condition Recommendation on High-Throughput Experimentation Datasets: Encoding Effects and Noise Ceilings
AU  - Lingfeng Wan
PY  - 2026
DA  - 2026/11/01
PB  - ChemRxiv
DO  - 10.26434/chemrxiv.15011475/v1
UR  - https://chemrxiv.org/doi/full/10.26434/chemrxiv.15011475/v1
ER  -