No, R&D and basic science look at everything that sounds reasonable. The vast majority of it doesn’t pan out but the payoff is huge if even one of them does. That is why they do it.
Making predictions about the future, even 5 - 10 down the road is a fools game even among the best experts on earth. I did a term paper on futurism in 1994 for example that was focused on technology and not one referenced mentioned the World Wide Web even though it was up and running and I had access to it on my labs computers. In 1996 I read a prominent consultants report that the web was too costly for businesses to implement and most planned to abandon it within a year. I was devastated but I have tried to find that study later and all traces of it were washed away. I like to believe that they were wrong.
What we can predict is incremental improvements on existing technologies that serve a vital need. Like I said before, passenger jet airliners much like the ones we have today are at the midpoint of what we are talking about it. The Boeing 707 from the 1950’s wouldn’t be obviously out of place at any airport today. We have incremental improvements like much better avionics, better safety and materials, and better fuel economy but today’s airliners don’t go any faster or do anything fundamentally different that a 707 could do except maybe performing better in weather due to advanced avionics.
I think that you picked the worst possible candidate for the area that fossil fuels would replace the soonest. Countless billions have been spent to make the birds with high longevity among the safest and reliable machines on earth and yet their fuel is among the most primitive. It is non-explosive, easily stored, has qualities that actually lubricate and protect the engine itself, and you can create it from lots of sources.
Compare that to some imaginary start up transportation mechanism and the transition and need for it to switchover 50 years from now. I can’t see anything and the new technology would have to prove itself so well and so quickly that the massive costs would be worth it. I can’t see it happening.
Most technologies don’t move at the speed of computer advances today. Look around your home and note how many are wiz-bang new within the past 20 years and how many have been around for a hundred or more and have just been improved incremently. It is a short list and most are electronics based. There a a ton of others such as regular phones, radios, light bulbs, heating and air conditioning, cars, house design, boats, airplanes, TV, books, plumbing etc. that saw some nice improvements over the years but work basically like they did in 1957 in the most common applications.
The infrastructure required to support any of the alternatives mentioned is gigantic and will take decades to develop on its own. In that time, more airliners with a 30+ year service life will have been delivered and the cycle continues. In that time, those new technologies will not have had the benefits of 100 + years of knowledge and development so they are at a huge disadvantage. It is the same problem with replaces fossil fuels for cars except worse because we have reasonable alternatives for fossil fuel cars.