[comp.research.japan] Kahaner Report: Japan's "Alpha" project

rick@cs.arizona.edu (Rick Schlichting) (05/07/91)

  [Dr. David Kahaner is a numerical analyst visiting Japan for two-years
   under the auspices of the Office of Naval Research-Asia (ONR/Asia).  
   The following is the professional opinion of David Kahaner and in no 
   way has the blessing of the US Government or any agency of it.  All 
   information is dated and of limited life time.  This disclaimer should 
   be noted on ANY attribution.]

  [Copies of previous reports written by Kahaner can be obtained from
   host cs.arizona.edu using anonymous FTP.]

To: Distribution
From: David K. Kahaner ONR Asia [kahaner@xroads.cc.u-tokyo.ac.jp]
Re: Japan's "Alpha" project to develop modern 3d CFD software. 
6 May 1991

ABSTRACT.
The Alpha Project is a coordinated effort by Japanese industry ( NEC, 
Fujitsu, Matsushita, Hitachi, NKK, Kobe, Toshiba...) to develop a modern 
three dimensional computer program for computational fluid dynamics. This 
report describes the background of the project and its current status. We 
also assess its future potential.  

INTRODUCTION.
In 1988 several Japanese companies came together to form the Association
for Large Scale Fluid Dynamics Code. One of their research activities has 
been investigation of new software for fluid dynamics, administratively 
called the Alpha-Flow Project. Initially the Association was composed of 
15 companies that together provided about $10 Million US.  About 15% was 
also loaned to the Association by the Japan Key Technology Center which 
is set up by MITI and funded by interest on income from the stock of NTT. 
(Such nonprofit foundations are part of Japan's "third sector" and play 
an important role in supporting science.) In addition there were about 30 
additional companies who have paid lesser amounts.  

The motivations behind the project are that mathematical modeling of 
fluid flow by computer, computational fluid dynamics (CFD) is a crucial 
part of large scale engineering simulation for nuclear reactors, aircraft 
design, wind flow around large structures, etc. Japanese industry makes 
heavy use of programs that perform simulation, and their utilization is 
bound to increase. For example, it is estimated that between 1% and 2% of 
Japanese construction industry sales revenue goes for R&D; the figure in 
the US is less than 0.05%, less than one twentieth as much.  There is 
anecdotal evidence that Japanese are using computational modeling for 
more long range projects than corresponding US companies. US firms tend 
to use simulation packages for immediate projects. One western scientist 
told me that after the project is over companies that he was familiar 
with often forget how to use the package, in some cases even forget that 
they have it.  

Most CFD programs are either proprietary and only provided as 
"executables" by commercial vendors, or private such as those used at the 
Department of Energy Laboratories, such as Livermore or Los Alamos.  
Japanese use of Western simulation programs varies from using them as 
black boxes, without detailed knowledge of the "inside" of these packages 
to significant enhancements that have been made to some programs that 
were made available to them from National Laboratories.  

CFD poses very severe difficulties in terms of the mathematical model and 
the details of its implementation. Programs that solve "real" problems 
usually contain tens of thousands of lines of (mostly) Fortran, written 
over many years by a heterogeneous collection of physicists, engineers, 
and computer scientists.  Maintenance and documentation of these programs 
is often spotty; they are the typical "dusty decks".  Recently, there has 
been some effort to modernize CFD programs, but it is rare that a 
completely new package is developed from first principles.  

A large modeling problem can consume endless hours of supercomputer time 
and generate enormous quantities of printed and graphical output. Using 
these programs can be tricky. The underlying model incorporates various 
assumptions and approximations; designers and users are always hoping to 
"add more physics", refine the numerical mesh, improve the numerical 
methods, etc.  It is often difficult to validate a program and 
scientifically risky to use one without a great deal of expertise and/or 
consulting assistance.  Thus a good program represents a very significant 
economic asset to its owners.  Charge-back costs to users are high in 
order to recoup the substantial development expenses and to support 
ongoing research.  Just as importantly, end user companies are often 
naturally nervous about being dependent on software that their engineers 
do not entirely understand. Most companies would rather have their 
engineers understand the working of computer programs that provide 
answers they need to rely on. Further, to get the most out of such 
complicated programs, and to avoid being misled by incorrect and 
incomplete answers, it is essential that users have some understanding of 
how these programs work.  It seems perfectly reasonable that Japanese 
industry should want to develop their own, in-house expertise.  

ALPHA PROJECT.
Three key people who have been instrumental in starting the Alpha project 
are
     Mr. Hiroshi Mizuta
     Special Assistant to the President
     Program Planning and Management Department
     National Space Development Agency of Japan (NASDA)
     World Trade Center Bldg
     2-4-1, Hamamatsu-cho
     Minato-ku, Tokyo 106 Japan
     Tel: +81 3 5470-4255, Fax: +81 3 3432-3969
     Email: MIZUTA@NSAVAX.SPAN.NASA.GOV

     Prof Mamoru Akiyama
     Dept of Nuclear Engineering
     University of Tokyo
     7-3-1 Hongo
     Bunkyo-ku, Tokyo 113, Japan
     Tel: +81 3 3812-2111, ext 6989

     Prof Ryoiti Takahasi
     Dept of Mechanical Engineering
     Tokyo Institute of Technology
     2-12-1 Ohokayama
     Meguro-ku, Tokyo 152, Japan
     Tel:+81 3 3726-1111, ext 3058

These three have known each other for many years (Mizuta and Akiyama 
since high school); the common denominator is their association with 
nuclear technology. Before Mizuta moved to NASDA he spent a number of 
years at PNC, a government funded organization looking into fast breeder 
reactors and the nuclear fuel cycle. Now he is responsible for planning 
issues related to computing.  Akiyama is primarily interested in thermal 
hydraulics, but is also chairman of the committee that advises MITI about 
the nuclear industry. He also wrote a clear overview of the Alpha project 
in the Proceedings of the International Conference on Supercomputing in 
Nuclear Applications (March 1989), ppA2:60-65.  Takahasi specializes in 
large scale computing of nuclear models.  
     
The Association gets input from end users, academic researchers, as well 
as its members. Basic research, mostly in industrial labs or at 
universities, helps to decide the fundamental mathematical, physical, and 
numerical techniques. Akiyama told me that there are 50-100 people 
associated with the project in various ways.  

A contract software company (Fuji Reseach Institute Corp (FRIC)) does
the program implementations. Currently, there are between 30 and 40 
programmers and computer analysts working on the project at FRIC.  
     Dr. Hideaki Koiki
     Fuji Research Institute Corp
     Shibaura Center
     3-2-12 Kaigan, Minato-ku, Tokyo 108, Japan
      Tel: +81-3-5476-2294, Fax: +81-3-5476-0405
is the technical leader of the FRIC group, and coordinated a recent visit 
of mine to their institute.  

A biannual meeting gives researchers an opportunity to show their latest 
results and for the Alpha project developers to present their progress. A 
Proceedings is issued in Japanese, although at the March 1990 meeting Dr.  
Eric Hollnagel (Computer Resources International, Denmark) gave a very 
general discussion of the potential usefulnesses of AI and Human Computer 
Interaction when coupled with the power of a supercomputer.  A list of 
the titles presented at both the March 1990 meeting and the Jan 1991 
meeting are attached to this report.  

According to Mizuta, a key aspect of the project is that Japanese 
scientists want access to the insides of complicated CFD programs in 
order to verify and understand exactly what they are doing.  My own 
experience in other general mathematical software is that this is not 
always necessary in really well designed programs as long as the physical 
and mathematical model have been carefully worked out. The apparent need 
here probably reflects both the string and thumbtack construction of some 
CFD programs and the fact that the models are usually not entirely
satisfactory.  Mizuta claims that this phase of the Alpha project has 
focused on the physical model to be solved and the numerical techniques 
to be utilized. The project has been developing single phase three 
dimensional solvers, using finite differences only, for a variety of 
physical situations. Finite elements are not being considered at this 
time as they are thought to be too slow.  Approximately 100,000-150,000 
lines of Fortran have been written to support the solver part of Alpha, 
organized as follows.  
     Solver for incompressible flows (A module for Cartesian and 
          cylindrical coordinates, and one for boundary fitted 
          coordinates. There is also a module for free surfaces.)
        Solver for heat transfer in solids
        Solver for mass transfer (where trace amounts of material are 
          mixed with the fluid)
     Solver for incompressible flows with multiple free boundaries
     Solver for chemically reacting flows (low velocity reaction flow)
     Solver for compressible flows (for high velocity viscous flow).


The fifteen companies that support the Association will be permitted to 
have copies of all the source programs; other members will get 
"executables" only.  However, during the development phases participating 
researchers will have access to some parts of the source programs, 
presumably for them to study and test.  It is expected that each company 
will modify the programs either for their own needs, or to optimize 
sections for particular hardware.  

This phase of the project is focusing on the scientific and engineering 
aspects in the design of a CFD package, i.e., the model. This is natural 
given the background of the research team and the engineering expertise 
of the supporting companies.  However, there are other issues that are 
also very important such as the following.  
   * Modularity and portability
   * Hardware independence and optimization for different computers
   * Maintenance framework for large (huge) source programs
   * Documentation
   * User interface
   * Incorporation of expert systems and AI for advice on problem set up,
           interpretation and management of results.
   * Adaption of the programs to advanced computer architectures, such as 
           parallel computers. 

Mizuta claims that they want to tackle these issues and lists them as 
among their most important goals. Nevertheless, he admits that they 
haven't done much in any of these directions, and that the concept of 
using expert systems, etc., is easier in principle than in practice.  
Some items in the list above will be easier to accomplish than others.  
For example we already know how to design numerical software with 
interchangeable parts and to plan for a high degree of portability. It is 
more difficult to also get highly optimized software, especially over a 
wide spectrum of machine architectures. Adding intelligence to numerical 
programs is a new, major research area and there is significant work at 
Purdue, Rutgers, and other places. In the West, especially in the 
National Labs, Petro-Chemical companies, and other places where CFD 
programs are in heavy use, there are major efforts to study the 
implications of new machines, such as parallel and distributed computers. 
The Alpha project has not looked into this aspect.  

I was surprised to learn that Mizuta, and presumably the other Alpha-flow 
project scientists, was not well connected into the community of Western 
researchers who have been actively studying most of these topics.  For 
example, participation in the "Expert Systems in Numerical Computation" 
conference that is held each year at Purdue.  On the other hand papers in 
the recent Alpha-flow Symposium concerning the man-machine interface are 
full of references to current research in the West.  At the moment there 
is also almost no participation from scientists in the West, although 
Mizuta and others are known in the Western CFD community and have 
recently returned from a trip to several US labs.  When I asked about 
this, Mizuta explained that at the beginning the Japanese didn't feel 
that they had anything to contribute and wanted to bring their own 
expertise up to a credible level first.  

After Mizuta said that the emphasis was on the solvers I was amazed to 
learn during my visit to Fuji that the user interface has not been 
neglected; almost 300,000 lines of C have been written in the man-
machine section. These include
     Control module
     Module for input generation
     Module for interactive post-processing
     AI module (expert system)
     Module for data management.
I was shown a few brief demonstrations of the system which looked quite 
powerful as well as flexible, but had no opportunity to study any parts 
in detail. The design philosophy is to write the Fortran in the form of 
portable and modular machine independent subroutines, and the man-machine 
interface in similarly portable and modular form. The latter would be 
expected to run  under X-Windows on a Unix workstation, and the Fortran 
on a remote (super) computer. Between these parts would be a "gateway" 
module which would contain all the machine specific details of the 
implementation. There is a complicated flow of data between modules, but 
this is standardized by use of a standard file format and a conversion 
description standard, which appear to be well thought out.  

Mizuta and Akiyama have stated that they want international cooperation 
on the project. Akiyama wrote that "we solicit cooperation from all 
quarters". I asked what form this might take, as the only people who are 
entitled to copies of the source programs are the supporting industries.  
Initially, there was some ambiguity about this.  Mizuta thought that 
Western scientists might want to participate in order to be able to 
compare their programs against Alpha's, but that certainly would not be 
enough to appeal to me.  When I asked Akiyama the same question he 
admitted that he really meant cooperation from additional Japanese
companies who may want to contribute financially. As far as other
researchers are concerned, he thought that some neutral information
could be shared with them, but that this would have to be discussed with
the steering committee, as was my request to visit FRIC in order to see
a demonstration. Subsequently though, Mizuta explained that he expected
to be able to offer Western researchers (academic, not commercial)
copies of source modules. This would be a perfectly fair exchange to
obtain cooperation and I hope that this is in fact what will happen. In 
fact, I hope to convince Mizuta to demonstrate Alpha during this year's 
Supercompting 91 meeting, in Albuqueque, New Mexico.
                               
I was told several times that this is not really a government project.  
In fact one of Alpha's accomplishments has been to bring together 
distinct Japanese companies to build the software foundation that they 
can each particularize. Industrial partners get source programs and can 
then make modifications to suit their own needs. The Alpha group has no 
responsibility to maintain these modified programs.  

At the current stage of the project, a good deal of program structure has 
been developed, combining computational modules with an intelligent front 
end through the gateway. According to the project schedule most of the 
documentation work is being done this year. All the documentation that I 
saw was in Japanese, which would definitely be an impediment to Western 
cooperation, but is probably essential to effective use of the software 
here.  

It was emphasized to me that the two goals are (1) developing 
vectorizable programs, and (2) making the problem set-up easy to use.  
Using the absolutely best algorithm, or at least fine tuning it was not 
considered so important. The project participants are hard at work 
verifying the models by running them on about 20 major test problems, 
most of which are completed. These included such things as boundary 
fitted coordinates, etc. (Some of these tests were presented in the 
papers listed at the end of this report and give a good indication of the 
activity.) The "boundary fitted coordinate" technique (sometimes referred 
to as "body" instead of "boundary") is quite similar to low order finite-
element methods. Both methods use non-rectangular meshes.  I was shown 
several slides of flow patterns from Alpha side by side with those from 
other computations or experiments and the agreement looked excellent. I 
remarked to Akiyama that these pictures didn't give any information about 
how successful the project was at achieving either (1) or (2) above, but 
the demonstrations were persuasive with respect to the second. For 
example, in dealing with incompressible flow the AI module has about 100 
rules. There is also an online manual.  

My opinion is that we should not judge Alpha only by what it has produced 
thus far. Although it may have made major strides in educating and 
bringing together Japanese scientists, from a global research perspective 
its accomplishments seem modest.  A great deal of their development has 
duplicated, i.e., either copied or adapted existing published work. For 
example, the "multiple free boundary" work is based on SOLA-VOF, 
developed in the US.  

A recent visit to the vendor displays at Supercomputing Japan '91, shows 
many Western engineering analysis software packages with very graphically 
oriented interfaces.  Alpha has only been in existence about three years, 
75% of its funding schedule.  Considering that it started with a clean 
sheet,  this is not much time when compared to the efforts that have 
occurred developing CFD packages elsewhere.  Hence it is unlikely that 
the Alpha-flow program is yet competitive with the best CFD packages 
either from the US or from Europe.  

However, Mizuta is very clear that the code name Alpha represents the 
first letter of the alphabet, and that he firmly intends to see Beta, 
Gamma, even to Omega.  He claims that he has strong support from Japanese 
industry and that many new companies want "in." Further, there is 
interest in using the framework to develop software for molecular 
computations and new materials design.  Akiyama is less interested in 
such grand goals. He admitted to me that the Beta project will probably 
focus only on two-phase flow, which is of less general interest (few of 
the Japanese auto companies are likely to participate) and hence will 
need only about half its current funding ($5 million US). The Gamma 
project will probably involve Monte Carlo or stochastic methods 
development.  For his own research, Akiyama is more interested in 
building a very advanced simulator (using a massively parallel computer 
and sophisticated software) for major nuclear accidents that he hopes 
will never occur.  

The educational aspect of this project should not be ignored. Mizuta 
emphasized that one goal was to involve universities - the idea being the 
establishment of knowledge centers that will continue to produce people 
(students) with knowledge of computational fluid dynamics. About a half 
dozen university groups have been funded under the Alpha project.

These has been a trend in the US (possibly elsewhere) to use 
commercial/private software without understanding how the software 
functions or what assumptions and approximations are made in the 
software. This is a very bad trend; perhaps the Alpha project is partly a 
reaction to this situation. The Alpha project seems to indicate that the 
Japanese are taking a long range view by trying to increase the number of 
engineers and scientists who are familiar with large scale numerical 
simulation techniques. This approach will eventually put them in a much 
better position to exploit computational modeling for a wide range of 
applications. It would be useful if more US companies thought the same 
way.  

A final note. I asked if there was interest from the Japanese aircraft 
industry, as CFD is such an important aspect of aircraft design. Akiyama 
said no, mostly because in Japan that industry is concentrated in a few 
companies such as Mitsubishi Heavy Industries that already have extensive 
software of their own and see no need to support research outside their 
own organization.  

SUGGESTION.
Scientists outside Japan need to view the project as a first step and as 
an educational tool. At the same time Alpha's steering committee needs to 
clarify the question of access to information.  Perhaps Western input 
could be helpful in forming these ideas.  



TITLES FROM MARCH 1990 3RD WORKSHOP ON ALPHA PROJECT.

1. Computational flow simulations for hulls and keels of the America's
   Cup yacht.

   Y. Ando, K.Muraoka, M. Kawai, a. Masuko, H. Manabe
   Ishikawajima-harima Heavy Industries. Co.,Ltd.

2.Atmospheric General Circulation Models
  -A Global Environment calculated by a Supercomputer:
  -A Global Environment calculated by a Supercomputer
  The Present State and Future of the General Circulation Model-

  Yoshinobu Nikaidou
  Meteorological Research Institute
  Clmate Research Institute

3.Development Status of an Advanced Fluid Dynamic Analysis Code:
  Alpha Flow

  Hideaki Koike
  Fuji Souken

  1)Three Dimensional Numerical Simulation of Turbulent flowfield around
    Building by using the Module Alpha Flow for analyzing incompressible
    fluid

   Shin Saito
    Computer Science Department
    Asahi Chemical Industry Co., Ltd

19. Numerical Calculations for Free Surface Flow Problems

    Haruo Terasaka    Toshiba Corporation
    Noboru Yamazaki   Fuji Research Institute Corp.(Fuji Souken)

3-b. Anisothermal Turbulent Flow Analysis in a Cylindrical Vessel
     with Large Scale Recirculating Regions

     Shin-ichi Nakajima     Toshiba Corporation

5-a. Numerical Analysis for Incompressible flow by Boundary fitted 
     Coordinate Technique in Alpha Flow

     Katsuhiro Nagano
     Fuji Souken

5-b. Natural Convection in Cylindrical Annuli

     Hiroyoshi Ueda
     Advanced Power Reactors Engineering Department
     Nuclear Power Research & Development Center
     Tokyo Electric Power Company

6.   Three-Dimensional Numerical Calculation of Flow and Temperature
     Field Past Cooling Tower

     Toshiyoshi Mihasi 
     Fuji Souken

8.   The Numerical Simulation and the Verification for Chemical Industry

     Hitoshi Inoue
     Engineering Center
     Asahi Chemical Ind. Co., Ltd

11.  CFD Viewed from the Standpoint of CAE

     Akira Mizukami
     Products Development Dept.
     Research and Development Center, Electronics Division
     NKK

15.  Numerical Analysis of Discharge Thermal Plasma

     Masaaki Suzuki, Yoshifumi Sato
     Research Lab. for Nuclear Reactors
     Tokyo Institute of Technology

16.  Numerical and Experimental Study on Air Flow around Buildings
     -Comparison of kappa-epsiron Model, ASM,LES and Wind Tunnel Test
     for Flowfield around Cube-

     Shuzo Murakami
     Akashi Mochida
     Yoshihiko Hayashi
     Institute of Industrial Science
     University of Tokyo

17.  A Large-scale Flow Analysis by a Supercomputer

     Masahiro Ikegawa
     Mechanical Engineering Research Lab.
     Hitachi, Ltd

18.  On the Function and Performance of the Module in Alpha Flow
     to Analyze Compressible Flow

     M. Kakei, D. Biswas
     Fuji Souken

20.  Airborne Particles in A Clean Room-
     Examples by Mass Transport Module- Simulations of Distribution
     of Airborne Particles in a Clean Room

     Osamu Ukai
     System Engineering Dep.
     Mitsubishi Heavy Industries, Ltd

21.  Man-Machine Interface of Alpha Flow

     Tohru Nishimura
     Fuji Souken

22.  AI module of Alpha Flow

     Kiyoshi Matsubara
     Fuji Souken


Concluding Remarks
         Director of Alpha Project Office
         H. Hirabayashi


TITLES FROM JANUARY 1991 WORKSHOP ON ALPHA PROJECT.

State of Arts and Future in Computational Fluid Dynamics

1.   Computational Flow Simulations for Hulls and Keels of the America's Cup
     Yacht
          Yasunori Ando, K. Muraoka, M. Kawai, A. Masuko, H. Manabe (Research
          Institute, Ishikawajima-Harima Heavy Industries Co, Ltd.)

2.   Atmospheric General Circulation Models - A Global Environment Calculated
     by a Super Computer: The Present State and Future of the General
     Circulation Model -
          Yoshinobu Nikaido (Japan Meteorological Agency

Simulation Results by Alpha-Flow: Part I

3.   Progress Report on a-Flow Development
          Hideaki Koike (Fuji Research Institute Corporation)

4.   Heat and Flow: Session One

     a.   Anisothermal Turbulent Flow Analysis in a Cylindrical Vessel with
          Large Scale Recirculation Regions
               Shinichi Nakajima (Toshiba Corporation)

     b.   Three Dimensional Numerical Simulation of Turbulent Flowfield around
          Building by using the Module a-Flow for Analyzing Incompressible
          Fluid
               Shin Saito (Computer Science Department, Asahi Chemical
               Industry Co., Ltd.)

     c.   The Use of Angular in Heating/Cooling Vending Air-Conditioning
          Diffuser
               Nobuyuki Shibano, S. Horibe (Information System Center,
               Matsushita Electric Works, Ltd.)

5.   Heat and Flow: Session Two

     a.   Numerical Analysis for Incompressible Flow by Boundary Fitted
          Coordinate Technique in Alpha-Flow
               Katsuhiro Nagano (Fuji Research Institute Corporation)

     b.   Natural Convection in Cylindrical Annuli
               Hiroyoshi Ueda (Nuclear Power Research and Development Center,
               Tokyo Electric Power Company)

6.   Heat and Flow: Session Three
          
     Three Dimensional Numerical Calculation of Flow and Temperature Field
     Pest Cooling Tower
          Toshiharu Mitsuhashi (Fuji Research Institute Corporation)

Panel Discussion: Numerical Simulation and Verification

7.   Overview of Numerical Approach in Fluid Dynamics and its Verification
          Ryoichi Takahashi (Faculty of Engineering, Tokyo Institute of
          Technology)

8.   The Numerical Simulation and the Verification for Chemical Industry
          Hitoshi Inoue (Engineering Center, Asahi Chemical Ind. Co., Ltd.)

9.   Quick Review of CFD Application in Civil Engineering
          Yoshihiro Matagi (Technical Research Laboratory, Takenaka
          Corporation)

10.  Principle of Verification by Experiments
          Hiromichi Nei (Nuclear Engineering Laboratory, Toshiba Corporation)

11.  CFD Viewed from the Standpoint of CAE
          Akira Mizukami (Research and Development Center, NKK Corporation)

12.  Computer Simulation Model of Cigar Smoke Behavior
          Nobuyuki Shibano, R. Nakajima, K. Sawada, J. Nomura (Information
          System Center, Matsushita Electric Works, Ltd.)

13.  Proposition for Organic Fusion between Computational Simulation and
     Experiments in Thermal Hydraulic Studies
          Ayao Tsuge (Takasago Research and Development Center, Mitsubishi
          Heavy Industries, Ltd.)

CFD Applications

14.  Some Methods Improving Computational Performance of CFD
          Nobuatsu Tanaka (Faculty Engineering, University of Tokyo)

15.  Numerical Analysis of Discharge Thermal Plasma
          Masaki Suzuki, Y. Sato (Research Laboratory for Nuclear Reactors,
          Tokyo Institute of Technology)

16.  Numerical and Experimental Study on Air Flow around Buildings -
     Comparison of k-e Model, ASM, LES, and Wind Tunnel Test for Flowfield -
     around Cube -
          Shuzo Murakami, Akashi Mochida, Y. Hayashi (Institute of Industrial
          Science, University of Tokyo)

17.  A Large-Scale Flow Analysis by a Supercomputer
          Masahiro Ikegawa (Mechanical Engineering Research Laboratory,
          Hitachi Ltd.)

Simulation Results by Alpha-Flow: Part II

18.  Compressible Flow
     On the Function and Performance of the Alpha-Flow Module to Analyze
     Compressible Flow
          Masayuki Kakei (Fuji Research Institute Corporation)
          Devasish Biswas (Mechanical Engineering Laboratory, Toshiba
          Corporation)

19.  Free Surface Problems
     Numerical Calculation for Free Surface Flow Problems
          Haruo Terasaka (Nuclear Engineering Laboratory, Toshiba Corporation)
          Noboru Yamazaki (Fuji Research Institute Corporation)

20.  Mass Transport Problems
     Simulation of Distribution of Airborne Particles in a Clean Room
          Osamu Ukai (System Engineering Dep. Mitsubishi Heavy Industries,
          Ltd.)
          Toshiharu Mitsuhashi (Fuji Research Institute Corporation)

21.  Man Machine Interface
     Man Machine Interface of Alpha-Flow
          Tohru Nishimura (Fuji Research Institute Corporation)

22.  Expert System
     AI Module of Alpha-Flow
          Kiyoshi Matsubara (Fuji Research Institute Corporation)

--------------END OF REPORT----------------------------------------