- Research works
- 30 ▲ 97% vs 2013–17
- Citations
- 124 4.1 per fractional work
- Top-10% rate
- 6.3% record average 16.5%
- Open access
- 58% world 28%
Not ranked overall: Schmalz (Germany) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 5.2×. Every wedge is a field page.
Which keywords describe research at Schmalz (Germany)?
By fractional works in all years, weighted toward what it does more of than the world: Sustainability, Big Data, Flexible Automation, Reconfigurable Manufacturing Systems, Digital Twin, Smart Manufacturing, Assembly Planning and Design for Manufacture.
- Value Chains
- Information Technology
- Digital Transformation
- Customer Experience
- Refrigerants
- Ejectors
- Thermal Management
- Sustainable Development
- Warehouse Design
- Design for Manufacture
- Smart Manufacturing
- Reconfigurable Manufacturing Systems
- Big Data
- Sustainability
- Flexible Automation
- Digital Twin
- Assembly Planning
- Order Picking
- Additive Manufacturing
- Energy Efficiency
- Vibration Analysis
- Fluid Dynamics
- Renewable Energy
- Deep Learning
- Ethical Climate
- Moral Distress
Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 26 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 26 words, with their numbers
- Sustainability5▲ 9.6×4 topics
- Big Data3▲ 18×3 topics
- Flexible Automation3▲ 323×1 topic
- Reconfigurable Manufacturing Systems3▲ 323×1 topic
- Digital Twin2▲ 161×1 topic
- Smart Manufacturing2▲ 234×1 topic
- Assembly Planning2▲ 84×1 topic
- Design for Manufacture2▲ 84×1 topic
- Order Picking2▲ 126×1 topic
- Warehouse Design2▲ 126×1 topic
- Additive Manufacturing2▲ 25×4 topics
- Sustainable Development2▲ 4.7×3 topics
- Energy Efficiency2▲ 6.2×2 topics
- Thermal Management1▲ 16×2 topics
- Vibration Analysis1▲ 15×2 topics
- Ejectors1▲ 162×1 topic
- Fluid Dynamics1▲ 30×1 topic
- Refrigerants1▲ 162×1 topic
- Renewable Energy1▲ 4.5×1 topic
- Customer Experience1▲ 42×2 topics
- Deep Learning1▲ 1.78×6 topics
- Digital Transformation1▲ 12×2 topics
- Ethical Climate1▲ 79×1 topic
- Information Technology1▲ 11×1 topic
- Moral Distress1▲ 79×1 topic
- Value Chains1▲ 108×1 topic
Which research topics does Schmalz (Germany) publish most on?
By volume in 2022–2025: Flexible and Reconfigurable Manufacturing Systems, Digital Transformation in Industry, Advanced Manufacturing and Logistics Optimization and Manufacturing Process and Optimization.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Flexible and Reconfigurable Manufacturing Systems Industrial and Manufacturing Engineering 2 works
- 2 Digital Transformation in Industry Industrial and Manufacturing Engineering 2 works
- 3 Advanced Manufacturing and Logistics Optimization Industrial and Manufacturing Engineering 1 works
- 4 Manufacturing Process and Optimization Industrial and Manufacturing Engineering 1 works
- 5 Benford’s Law and Fraud Detection Statistics and Probability 0 works
- 6 Design Education and Practice Mechanical Engineering 0 works
- 7 Dynamics and Control of Mechanical Systems Control and Systems Engineering 0 works
- 8 Ergonomics and Human Factors Biomedical Engineering 0 works
- 9 Physics and Engineering Research Articles Computational Mechanics 0 works
- 10 Internet Traffic Analysis and Secure E-voting Artificial Intelligence 0 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Schmalz (Germany)'s research output changed?
Output in 2018–2022 was 97% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.