Related Experiment Video
Updated: May 26, 2026

05:34
Applying Cheminformatics to Develop a Structure Searchable Database of Analytical Methods
Published on: June 6, 2025
Computational chemistry and cheminformatics: an essay on the future
1The Unilever Centre for Molecular Sciences Informatics, The University Chemical Laboratory, University of Cambridge, Cambridge, UK. rcg28@cam.ac.uk
Journal of Computer-Aided Molecular Design
|December 14, 2011
Summary
Computers are transforming scientific research by integrating experiment, theory, and data analysis. Future scientific progress will involve continuous evolution of computational capabilities, enhancing research methodologies.
Area of Science:
- Computational science and scientific methodology.
- Interdisciplinary research.
Background:
- The advent of computers has fundamentally altered scientific practices.
- Modern science is characterized by vast datasets and significant computational power.
Purpose of the Study:
- To explore the evolving methodologies in scientific problem-solving.
- To discuss the synergistic relationship between computation, experiment, and theory.
Main Methods:
- Analysis of the impact of computational capacity on scientific approaches.
- Review of the integration of data analysis in scientific research.
Main Results:
- Scientific methodology is evolving into a collaborative approach involving experiment, theory, and data analysis.
- The increasing computational power drives significant changes in scientific research.
Conclusions:
- The future of science will be shaped by continuous advancements in computational capabilities.
- Anticipated improvements and opportunities will emerge as scientific disciplines mature with computational integration.
Related Concept Videos
The Small x Assumption
If a reaction has a small equilibrium constant, the equilibrium position favors the reactants. In such reactions, a negligible change in concentration may occur if the initial concentrations of reactants are high and the Kc value is small. In such circumstances, the equilibrium concentration is approximately equal to its initial concentration. This estimation can be used to simplify the equilibrium calculations by assuming that some equilibrium concentrations are equal to the initial...
Next-generation Sequencing
The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features.
Predicting Reaction Outcomes
Kinetics describes the rate and path by which a reaction occurs. In contrast, thermodynamics deals with state functions and describes the properties, behavior, and components of a system. It is not concerned with the path taken by the process and cannot address the rate at which a reaction occurs. Although it does provide information about what can happen during a reaction process, it does not describe the detailed steps of what appears on an atomic or a molecular level. On the other hand,...
Sanger Sequencing
DNA sequencing is a fundamental technique that is routinely used in the biological sciences. This method can be applied to a range of questions at different scales - from the sequencing of a cloned DNA fragment or the study of a mutation in a gene up to whole-genome sequencing. However, despite the widespread use of sequencing today, it was not until 1977 that Fredrick Sanger and his collaborators developed the chain-termination method to decode DNA sequences. It relies on the separation of a...
Molecular Models
Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
Chemistry of the Cell
The cell is chemically composed of water, organic molecules and inorganic ions.
Water
The polarity of the water molecule and its resulting hydrogen bonding makes water a unique substance with special properties that are intimately tied to the processes of life. Life originally evolved in an aqueous environment, and most of an organism’s cellular chemistry and metabolism occur inside the aqueous contents of the cell’s cytoplasm. Special properties of water are its high heat capacity and heat of...
Water
The polarity of the water molecule and its resulting hydrogen bonding makes water a unique substance with special properties that are intimately tied to the processes of life. Life originally evolved in an aqueous environment, and most of an organism’s cellular chemistry and metabolism occur inside the aqueous contents of the cell’s cytoplasm. Special properties of water are its high heat capacity and heat of...

