Enum: LabAutomationWorkflowType

Types of automated workflows implemented in autonomous laboratory systems

URI: valuesets:LabAutomationWorkflowType

Permissible Values

Value	Title	Meaning	Description	Related Mappings	Broad Mappings	Characteristic
CLOSED_LOOP_OPTIMIZATION			Workflow where experimental results are automatically fed back to guide subsequent experiments			feedback-driven iterative optimization
HIGH_THROUGHPUT_SCREENING	High Throughput Screening	NCIT:C18472	Workflow for rapid parallel evaluation of many samples or conditions	BAO:0010074		massively parallel evaluation
AUTOMATED_SYNTHESIS			Workflow for automated execution of chemical or biological synthesis procedures			automated reaction execution
AUTONOMOUS_CHARACTERIZATION			Workflow for automated sample characterization using multiple analytical techniques			multi-modal automated measurement
SELF_DRIVING_EXPERIMENTATION			Fully autonomous workflow combining AI-driven planning, execution, and analysis without human intervention			end-to-end autonomous operation
ROBOTIC_SAMPLE_PREPARATION			Workflow for automated preparation of samples for analysis or further processing		OBI:0000073	automated sample handling and preparation

Slots

Name	Description
lab_automation_workflow	Type of automated laboratory workflow

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/valuesets

LinkML Source

name: LabAutomationWorkflowType
instantiates:
- valuesets_meta:ValueSetEnumDefinition
description: Types of automated workflows implemented in autonomous laboratory systems
title: Lab Automation Workflow Type
from_schema: https://w3id.org/valuesets
contributors:
- orcid:0000-0002-6601-2165
- https://github.com/anthropics/claude-code
status: DRAFT
rank: 1000
permissible_values:
  CLOSED_LOOP_OPTIMIZATION:
    text: CLOSED_LOOP_OPTIMIZATION
    description: Workflow where experimental results are automatically fed back to
      guide subsequent experiments
    annotations:
      characteristic:
        tag: characteristic
        value: feedback-driven iterative optimization
  HIGH_THROUGHPUT_SCREENING:
    text: HIGH_THROUGHPUT_SCREENING
    description: Workflow for rapid parallel evaluation of many samples or conditions
    meaning: NCIT:C18472
    annotations:
      characteristic:
        tag: characteristic
        value: massively parallel evaluation
    title: High Throughput Screening
    related_mappings:
    - BAO:0010074
  AUTOMATED_SYNTHESIS:
    text: AUTOMATED_SYNTHESIS
    description: Workflow for automated execution of chemical or biological synthesis
      procedures
    annotations:
      characteristic:
        tag: characteristic
        value: automated reaction execution
  AUTONOMOUS_CHARACTERIZATION:
    text: AUTONOMOUS_CHARACTERIZATION
    description: Workflow for automated sample characterization using multiple analytical
      techniques
    annotations:
      characteristic:
        tag: characteristic
        value: multi-modal automated measurement
  SELF_DRIVING_EXPERIMENTATION:
    text: SELF_DRIVING_EXPERIMENTATION
    description: Fully autonomous workflow combining AI-driven planning, execution,
      and analysis without human intervention
    annotations:
      characteristic:
        tag: characteristic
        value: end-to-end autonomous operation
  ROBOTIC_SAMPLE_PREPARATION:
    text: ROBOTIC_SAMPLE_PREPARATION
    description: Workflow for automated preparation of samples for analysis or further
      processing
    annotations:
      characteristic:
        tag: characteristic
        value: automated sample handling and preparation
    broad_mappings:
    - OBI:0000073