Methodology for discovering common principles governing complex systems

May 30, 2018, Chinese Academy of Sciences
Mesoscience focuses on complexity across a wide spectrum of systems. Credit: HUANG Wenlai

You may complain about the unpredictability of the weather that spoiled your vacation, or worry about whether your job will be taken by highly intelligent robots in the near future, or whether the chemical plant near your residence is safe enough, but you may not realize that these seemingly unrelated problems may share a solution deeply rooted in an emerging science.

In fact, scientists in various areas have long been puzzled by mysterious missing links in their knowledge chains. No matter how much they know about the details of the systems they study and how familiar they are with the behavior of these systems, they know little about the complex structures usually present at the scale between the whole system and its elements. These structures may include violent tornadoes, weird neural networks, fluctuating reactant patterns, or many others. Surprisingly, structures in seemingly unrelated areas display intriguing complexities with underlying similarities.

Describing, forecasting and manipulating such complexity is very challenging in almost all scientific disciplines and is the bottleneck in industry. Is there a way to crack such a hard nut?

Chinese scientists are searching for answers and may have found a powerful tool. They have, for the first time, developed the concept of "mesoscience"—a methodology for discovering common principles governing all such complexity.

Models and computational paradigms derived from mesoscience have proved successful in chemical engineering and have been quickly adopted by enterprises around the world, including TOTAL, BASF, Shell, BP, Sinopec, PetroChina, Baosteel and Unilever, to name a few.

However, mesoscience offers broad potential beyond the field of chemical engineering. "Mesocience is considered a general approach for tackling various complex systems in the real world and has an unprecedented future," said LI Jinghai, member of the Chinese Academy of Sciences, who proposed the concept.

Mesoscience is attracting increasing attention from the world scientific community. Over 30 top scientists from the USA, UK, Australia, China, Germany, France, Switzerland, Italy, and Hungary are teaming up in Beijing for a three-day meeting from May 27-29 to focus on the future development and application of this new concept. The participants are from many different disciplines, including chemistry, mathematics, psychology, and chemical engineering, etc. Many of them are members or fellows of prestigious national scientific organizations, as well as industrial researchers.

New, challenging materials are emerging with superior and often multiple functionalities, such as battery materials, printing inks, catalysts, cosmetics or pharmaceutical formulations. "These kinds of materials have to be formulated on different levels ranging from molecular scale to particles in the micro-size regime," said Bernd Sachweh, vice president of Chemical & Process Engineering Asia of BASF. "In order to achieve the targeted properties, the key process and reaction parameters often have to be controlled, especially in the mesoscale."

Any object, large or small—from an elementary particle to a galaxy—can act as an element to form a system with many such elements. Mesoscale complexity exists widely and mesoscience can be applied widely, as well. That is why it can help solve problems not solved by traditional methods.

We see the world from the microscale to the macroscale. Traditional theories have been used to tackle macroscale or microscale problems, thus dividing scientists into the two camps of holism and reductionism. However, there are unknown gaps between individual elements and system behavior, as reflected in the saying: "The whole is greater than the sum of its parts." The key point lies in the mesoscale, or interactions between elements of the system.

"[Mesoscience] provides common principles to consider in S&T to respond to grand challenges with advanced high level research solutions," said Professor Augusta Maria Paci from the National Research Council of Italy.

The National Natural Science Foundation of China initiated a major research program in 2002 called "Mechanism and Manipulation of Meso-Scales in Multi-Phase Reaction Processes." The program has lasted for five years and total funding has reached RMB 200 million.

"Mesoscience not only has far-reaching scientific implications but also wide industrial significance," said GE Wei, director of the Mesoscience Research Division of the Institute of Process Engineering, Chinese Academy of Sciences. "It has been found to be a key to addressing the long-lasting scaling problems that lie between laboratory apparatuses and commercial facilities."

"This approach should be adopted not only in scientific research, but also in training next generation," said Professor Raffaella Ocone, Fellow of the Royal Academy of Engineering. Yet "more work is required in this area in order to sway the wider scientific community," said Robin Batterham, former president of Austrilian Academy of Technological Science and Engineering.

Explore further: How can we share solutions to complex systems problems across domains and application areas?

Related Stories

Scientists mimic neural tissue

March 16, 2018

U.S. Army-funded researchers at Brandeis University have discovered a process for engineering next-generation soft materials with embedded chemical networks that mimic the behavior of neural tissue. The breakthrough material ...

Recommended for you

Quantum computers tackle big data with machine learning

October 15, 2018

Every two seconds, sensors measuring the United States' electrical grid collect 3 petabytes of data – the equivalent of 3 million gigabytes. Data analysis on that scale is a challenge when crucial information is stored ...

Researchers report innovative optical tissue imaging method

October 15, 2018

A UK-wide research team, led by the University of St Andrews, has developed an innovative new way to optically image through tissue, which could allow for a more detailed understanding and diagnosis of the early stages of ...


Please sign in to add a comment. Registration is free, and takes less than a minute. Read more

Click here to reset your password.
Sign in to get notified via email when new comments are made.